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By Samsung Newsroom
Integrating payments into a mobile app is a security-critical and UX-sensitive task. While Flutter simplifies cross-platform development, platform-specific payment systems like Samsung Pay still require careful handling.
Samsung provides an official Samsung Pay SDK Flutter Plugin, which allows Flutter applications to integrate Samsung Pay without writing custom platform channels. However, for production-grade integration, using the plugin correctly is essential, especially when it comes to checking Samsung Pay readiness.
In this blog, you learn how to build a sample Flutter application by using the official Samsung Pay SDK Flutter Plugin and following Samsung-recommended best practices. You can download the complete sample project at the end of this blog.
Why Use the Official Samsung Pay SDK Flutter Plugin?
Integrating payment systems requires careful handling of platform constraints, security, and long-term maintainability. The Samsung Pay SDK Flutter Plugin addresses these concerns by providing an official abstraction over the native Samsung Pay SDK, enabling Flutter applications to leverage Samsung Wallet features without direct interaction with platform-specific APIs.
By exposing supported Dart APIs and managing native SDK communication internally, the Flutter plugin removes the need for custom MethodChannel implementations and reduces integration risk. For Flutter applications targeting Samsung Galaxy devices, this approach offers the most stable and maintainable path to Samsung Pay integration.
The following diagram illustrates the high-level architecture of the Samsung Pay integration.
Figure 1: Samsung Pay integration architecture
Prerequisites
Before starting, ensure the following requirements are met:
You are an approved Samsung Pay partner (approval typically takes a few days) A service is created in the Samsung Pay partner portal. Find details from here. The latest version of Android Studio is installed The Flutter SDK is installed and configured The Samsung Pay SDK Flutter Plugin is downloaded Set Up the Integration Code
To start the integration process, add the Samsung Pay SDK Flutter Plugin to your project dependencies:
dependencies: samsung_pay_sdk_flutter: path: ./samsungpaysdkflutter_v1.03.00/samsungpaysdkflutter Next, configure the Samsung Pay SDK API level by setting a valid Samsung Pay SDK API version (latest version: 2.22) by opening android > app > src > main > AndroidManifest.xml and adding the API level in the metadata inside the <application> tag.
<meta-data android:name="spay_sdk_api_level" android:value="2.22" /> <!-- Use the most recent SDK version to leverage the latest APIs --> Initialize Samsung Pay in Flutter
Create an instance of SamsungPaySdkFlutter with valid PartnerInfo (which contains the service ID and service type). If you are a merchant, then the service type must be set to INAPP_PAYMENT.
The following code snippet initializes the Samsung Pay SDK using your service ID and in-app payment configuration.
import 'package:samsung_pay_sdk_flutter/samsung_pay_sdk_flutter.dart'; static final SamsungPaySdkFlutter sdk = SamsungPaySdkFlutter( PartnerInfo( serviceId: SERVICE_ID, data: { SpaySdk.PARTNER_SERVICE_TYPE: ServiceType.INAPP_PAYMENT.name } ) ); Check Samsung Pay Availability
Samsung Pay readiness must be checked before calling any API of the Samsung Pay SDK Flutter Plugin. There are several reasons why Samsung Pay might not be in the ready state, such as an unsupported device, unsupported region, or incomplete Samsung Wallet setup, so this check is mandatory.
SamsungPayConfig.sdk.getSamsungPayStatus( StatusListener( onSuccess: (status, bundle) { // Status "2" means Samsung Pay is READY onResult(status == "2"); }, onFail: (errorCode, bundle) { // If status check fails, Samsung Pay is not ready onResult(false); } ) ); NoteDo not show the Samsung Pay button if the Samsung Pay status is not READY. Create Payment Information with a Custom Payment Sheet
To initiate a transaction, you must create a payment request using a custom payment sheet.
The AmountBoxControl object is mandatory for building a CustomSheet. It provides the monetary details of the transaction.
AmountBoxControl amountControl = AmountBoxControl( Strings.AMOUNT_CONTROL_ID, Strings.currency ); // Add product item to the payment sheet amountControl.addItem( product.productId, product.name, product.price, "" ); // Set total amount (product price + additional fees) // You can add tax, shipping, or other fees here amountControl.setAmountTotal( product.price + 5.00, // Add $5 for shipping/fees as example SpaySdk.FORMAT_TOTAL_PRICE_ONLY ); Next, add the amountBoxControl to the CustomSheet instance.
CustomSheet customSheet = CustomSheet(); customSheet.addControl(amountControl); Finally, create the payment information by populating the CustomSheetPaymentInfo instance
// Configure merchant information for the payment CustomSheetPaymentInfo paymentInfo = CustomSheetPaymentInfo( merchantName: "Samsung Pay Flutter App", customSheet: customSheet ); // Set merchant details paymentInfo.merchantId = "123456"; paymentInfo.setMerchantName("Sample Merchant"); paymentInfo.setMerchantCountryCode("US"); Request Payment
To start the payment process, call the startInAppPayWithCustomSheet() API. This API requires CustomSheetPaymentInfo and CustomSheetTransactionInfoListener instances set up in the last step.
When this API is called, a custom payment sheet is displayed on the merchant application screen. The user can select a registered card for the payment and change the billing and shipping addresses if needed. Payment results are delivered to the CustomSheetTransactionInfoListener.
The onCardInfoUpdated() callback is triggered when the user changes the payment card. In this callback, the updateSheet() method must be called to update current payment sheet.
CustomSheetTransactionInfoListener listener = CustomSheetTransactionInfoListener( onCardInfoUpdated: (PaymentCardInfo cardInfo, CustomSheet sheet) { // Called when user changes the selected card on payment sheet // You can update the sheet here if needed (e.g., change fees based on card) SamsungPayConfig.sdk.updateSheet(sheet); }, onSuccess: (paymentInfo, paymentCredential, extraData) { // Payment completed successfully // paymentCredential contains the encrypted card details to send to your backend print("Payment Successful!"); print("Payment Credential: $paymentCredential"); onSuccess(); }, onFail: (errorCode, bundle) { // Payment failed or user cancelled print("Payment Failed: $errorCode"); onFail(errorCode); } ); Lastly, call startInAppPayWithCustomSheet() API to start the payment:
SamsungPayConfig.sdk.startInAppPayWithCustomSheet(paymentInfo, listener); Testing Samsung Pay Integration
Follow the steps below to test Samsung Pay integration
Configure the STG environment: Add tester accounts to your service and generate a debug expiration date for the test accounts. Install Samsung Wallet test application: To test your application in the staging environment, the latest version of the Samsung Wallet test application is required. You can install it from the Samsung Pay Partner portal. However, to test your app in production mode, you need to use a market released application. Test cards: To thoroughly test your application, you must add at least one payment card to the Samsung Wallet application. Samsung provides test cards for this purpose. Keep in mind that the test cards only work in staging environments, not in production. Run the application: After setting up the environment, build the application and test it on any supported Galaxy device.
Figure 2: Samsung Pay Flutter sample application
Release Your Application
After successful testing, submit your application for release approval through the Samsung Pay Developers Portal. Once approved, your app can be published for your users.
Conclusion
Using the official Samsung Pay SDK Flutter Plugin makes it simpler to create a secure and reliable payment integration for Flutter applications on Galaxy devices. By following Samsung-recommended practices, such as checking Samsung Pay readiness and handling custom payment sheets correctly, you can build a production-ready and maintainable payment experience.
Additional Resources
Samsung Pay Documentation provides an overview of the key features and highlights the benefits of using Samsung Pay. Samsung Pay Partner Onboarding is an end-to-end guide of becoming a partner to release your app. Samsung Pay – Code Lab is an interactive, hands-on tutorial that teaches you to how to integrate Samsung Pay SDK. Samsung Developer Forums is an open community for developers where you can post your query and get support from other developers. Samsung Developer Tech Support Channel is a 1-on-1 support channel where you can get assistance from the Samsung engineers. Download the complete sample project here. View the full blog at its source
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By Samsung Newsroom
Samsung Health Data SDK has been updated with support for additional health data types, expanding the range of health insights available to developers building digital health apps.
This update introduces support for two new data areas generated by Samsung Health Monitor on compatible Galaxy Watch devices. It includes accessing Irregular Heart Rhythm Notification (IHRN) and sleep apnea data.
Irregular Heart Rhythm Notification (IHRN)
The SDK provides a new data type to retrieve Irregular Heart Rhythm events detected on Galaxy Watches by Samsung Health Monitor application. While the app itself can notify users when potential irregular rhythms are detected, thanks to Samsung Health Data SDK you can now access history record of all these events. Having such data, you could easily observe heart rhythm patterns and elevate monitoring of your health condition.
Sleep apnea data
Support has also been added for sleep apnea data reported by Samsung Health Monitor. This feature analyzes overnight data collected across multiple nights to assess signs associated with obstructive sleep apnea. Developers can query these results through the SDK to incorporate sleep health insights into their apps.
These data types are intended for informational and integration purposes only and are not a substitute for medical diagnosis or treatment.
With these additions, developers can leverage the Samsung Health Data SDK’s existing APIs for data reading and change queries to work with a broader set of cardiovascular and sleep health data, enabling richer healthcare experiences.
You’ll find these new features in Samsung Health Data SDK. Refer to Release Note for more information.
View the full blog at its source
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By Samsung Newsroom
The Samsung Pay SDK offers developers the ability to seamlessly incorporate mobile and online payment solutions and push provisioning capabilities into their applications, enhancing functionality and user experience. For Samsung Pay partners, mastering the development lifecycle and proactively addressing potential challenges are essential best practices for ensuring a smooth and successful integration. By adopting these strategies, developers can enhance the reliability of their implementations and minimize disruptions, ultimately delivering a superior user experience. This guide outlines the partnership process, best practices for development, testing strategies, and release process to ensure a smooth integration experience.
Setting Up Your Partnership
To begin integrating the Samsung Pay SDK, follow these steps:
Create a Samsung Account: Use your company email to register your Samsung Account. Personal emails may lead to rejection.
Register in the Partner Portal: To prevent rejection of your partnership request, ensure the following mandatory company details are provided accurately:
Business account name Company name Company legal structure Company country Number of employees Company address Company phone number Company introduction Company Data Universal Numbering System (DUNS) number Company website URL Collaborator access: Your colleagues can also sign up to be a member of your Business Account using either the business account name or the manager's email address to collaborate on your projects.
Review process: A Relationship Manager (RM) will review your application within 2-3 business days. If no response is received, contact Samsung Developer Support with your company name, country, and Samsung account details. While awaiting for approval, you can explore the Samsung Pay SDK Programming Guide.
Once your partnership request has been approved, you're ready to configure your project by creating a new service and registering your application.
You can find more details of the service creation process in the Samsung Pay documentation.
Key Considerations and Troubleshooting in the Development Phase
Follow the development guide, sample applications and code labs while integrating the Samsung Pay SDK. To avoid common pitfalls during implementation, make sure the following preparations have been implemented:
Verify the manifest configuration: Verify the inclusion of necessary queries.
<queries> <package android:name="com.samsung.android.spay" /> </queries> Apply optimizer rules: Make sure you have applied the correct ProGuard or DexGuard rules to prevent runtime errors.
ProGuard rules:
dontwarn com.samsung.android.sdk.samsungpay.** -keep class com.samsung.android.sdk.** { *; } -keep interface com.samsung.android.sdk.** { *; } DexGuard rules:
-keepresourcexmlelements manifest/application/meta-data@name=spay_sdk_api_level For banks and financial institutions, verify the issuer name for push provisioning: Confirm the issuer name matches your setup. If you are getting an empty list from the getAllCard() method, check that the issuer name on the Samsung Pay Portal matches the issuer name of the card. You can ensure the correct issuer name is used by adding the card to the Samsung Wallet application and retrieve the information from it:
Open the Samsung Wallet. Tap on the card. Tap on the three-dot menu. Select the Customer services option. The issuer name can be found under the title.
Figure 1: Retrieving the issuer name from the Samsung Wallet application
For merchants/payment gateways supporting Samsung Pay online payment, check the Service ID and Package Name configuration: Ensure alignment with Partner Portal configuration. Detailed information about the configuration can be found in the partner onboarding guide.
Check the allow list configuration: Ensure you have added the Samsung test accounts in the allow list. Follow these steps to add the test accounts to your service:
Log into the Partner Portal. Go to My projects > Service management. Click on your SERVICE NAME > ADD SAMSUNG ACCOUNT on the Service details page.
Figure 2:Adding test accounts to the allow list
Check the service expiration date: Make sure that your service ID is currently valid. To generate or extend the validity date of the service:
Go to My projects > Service management. Select the SERVICE NAME to open the Service details page. Click GENERATE NEW DATE. Provide Samsung Accounts for testing the application. These accounts are placed on the allow list for testing. Click Generate. The new expiration date of your service appears on the page. Remember to extend the date after 90 days if you continue testing your application past that point.
Figure 3: Generating the service expiration date
For merchants supporting Samsung Pay online payment, provide a valid CSR: For in-app payment services, you must upload a valid Certificate Signing Request (CSR) in the Partner Portal. This CSR is provided to you by your payment gateway (PG). If issues persist
Check the FAQ: Samsung Pay guide has an extensive list of common error codes and solutions for common issues. Check this FAQ to help you resolve your issue: Samsung Pay FAQ
Submit a support ticket: You can reach out to the Samsung Engineers directly by creating a support ticket from Samsung Developer Support. Include detailed issue descriptions, affected APIs, expected vs. actual responses from the API, and attach dumpstate logs. To capture dumpstate logs, follow the below steps:
Dial *#9900# > Set Debug Level to Mid > Restart the device. Reproduce the issue and re-enter *#9900# > Run dumpstate/logcat > Save logs to SD card. Package the logs in a zip file and submit them. NoteLogs expire after 15 minutes. Testing with the Samsung Wallet Application
The service status flow for Samsung Pay SDK begins with the Debugging stage, where the service is still under internal testing and can only be accessed by authorized Samsung Accounts in the allow list. Once testing is complete, the partner submits the service along with the release version of the APK for approval, transitioning it to the Pending state. At this stage, the service still remains accessible only to the authorized Samsung Accounts while awaiting review. The Relationship Manager (RM) then evaluates the submission. If the service meets all requirements, it is marked as Approved and becomes eligible for public use. However, if the service fails to meet the necessary standards, it is Rejected, indicating that further improvements are needed before resubmission.
Samsung offers both production and staging environments to test your application with the Samsung Pay Partner Portal. For testing using the staging environment, you need the service ID from the Partner Portal, the staging version of the Samsung Wallet application, and test cards. You can find the staging version of the Samsung Wallet application from the Partner Portal by navigating to Support > Request Test App then clicking GALAXY APP URL to copy the test application link. Make sure that you have registered your test accounts to use the Samsung Pay STG application. You can access the test cards for the staging environment at Test Cards on Samsung Pay.
Release Your Application
The release process of your application can begin as soon as you upload a release version of your application. After that, keep an eye on the status of the release version under App details on your portal dashboard.
To begin the release process, upload a new release version of your application:
Go to My projects > App management. Click on the application name to open its details, then click ADD NEW RELEASE VERSION.
You can also click the ADD NEW VERSION button corresponding to the application from the App management dashboard. Drag and drop your APK file in the field provided or click the paperclip icon to browse for it. Drag and drop up to three screenshots demonstrating your application's compliance with Samsung Pay's branding guidelines. Click Register. When the service status is approved, you're ready to publish the application.
Summary
Integrating the Samsung Pay SDK streamlines mobile payment solutions, offering partners a robust and scalable platform. By adhering to the onboarding guidelines, addressing development challenges proactively, and rigorously testing in both environments, you can ensure a successful deployment. Samsung’s dedicated support team and resources are readily available to assist at every stage. Leverage them to optimize your integration journey. Visit the Samsung Pay Developer Portal for official documentation and additional resources.
View the full blog at its source
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By Samsung Newsroom
October 2025 Move to Samsung Health Data SDK as Samsung Health SDK for Android Deprecates
Samsung Health SDK for Android was deprecated on July 31, 2025. The SDK will remain available for an additional two years and will reach the end of its service in 2028. To ensure continuity and gain access to additional health data types, please migrate to the Samsung Health Data SDK as soon as possible. Migrating to the Samsung Health Data SDK will allow you to continue using existing data types and access new ones. For detailed instructions for the migration, please refer to the Migration Guide. SmartThings Q3 Updates: Next-Gen Hub, Thread, & Analytics
SmartThings introduced significant new products for users and developers in Q3. Highlights include two-way thread unification, and enhanced analytics providing WWST partners with deeper insights into product usage. The next-generation Aeotec Smart Home Hub 2 offers faster performance with double the RAM, enabling it to connect to more devices with support for Matter, Thread, and Zigbee. The WWST ecosystem also continues to grow, incorporating more brands and products. Read more to discover the key SmartThings updates in Q3 here. Samsung Health Accessory SDK v3.2 Released
The latest version of Samsung Health Accessory SDK, version 3.2, now supports integration with indoor bikes and cross trainers, enhancing the fitness experience for users. Additionally, the Verification Tool’s testing scope has been expanded to include these devices, offering a more reliable testing environment. Utilize the upgraded SDK today to create innovative health solutions. Explore more features and detailed information here. Deprecation of Tizen Studio
The Tizen Studio will be deprecated with the next SDK release (Platform 10, SDK 6.5). The primary IDE for Tizen application development will transition to the Tizen Extension for Visual Studio Code. This change streamlines development, leverages Visual Studio Code's robust ecosystem, and introduces enhanced features for a smoother, more efficient Tizen application development experience. Resources will be provided to ensure a seamless transition. Discover more about this change here. Easy Steps to Capture and Collect Logs from Galaxy Watch
Have you used the dumpstate log on Galaxy Watch? It's a comprehensive system diagnostic report that captures everything happening on the watch at a specific moment. Developers can utilize it to identify issues such as application crashes, excessive battery drain, and sensor failures that cannot be diagnosed from application logs alone. It is also useful for deep debugging, capturing everything from application behavior to hardware status in one file. This tutorial demonstrates the step-by-step process for collecting the log, whether or not your smartphone is connected to a Galaxy Watch. Generate the dumpstate log on your connected smartphone, wearable applications, and Galaxy Watch to more quickly and accurately assess the watch's status.
Explore more Create Samsung Wallet Card Templates Using the Server API
Samsung Wallet partners can create and update card templates to meet their business needs through the Wallet Partners Portal. However, managing a large number of cards on the website can be challenging. Samsung offers server APIs that allow partners to easily create and modify Samsung Wallet card templates without accessing the Wallet Partners Portal. This tutorial guides you through creating a card template for coupons using the Add Wallet Card Templates API. The API enables an expanded card management via an independent UI or dashboard, with secure and flexible integration through a base URL, authentication headers, and a structured request body based on JWT. Discover how to create new card templates on the server rather than the portal, enhancing operational efficiency for your wallet on our blog.
Learn more Samsung’s Breakthrough Wearable Technologies Driven by Innovation and Collaboration
Samsung Electronics has developed the world’s first smartwatch feature to detect heart failures early, which received approval from the Ministry of Food and Drug Safety in September. The AI algorithm for early detection of LVSD, developed in partnership with the Korean medical device company Medical AI, has proven reliable in real-world use, now serving more than 100,000 people each month across over 100 hospitals worldwide. Samsung also recently collaborated with the Department of Biomedical Engineering at Hanyang University to create an around-the-ear wearable device capable of measuring brain waves (EEG), advancing innovation in brain-computer interface (BCI) technology. The ergonomically designed device detects high-quality signals through electrodes around the ear and has demonstrated real-world application potential, such as drowsiness detection and video preference analysis. Explore how Samsung is shaping the future of healthcare through constant innovation and collaboration with leading experts and institutions on our Newsroom.
Read more Clustering-based Hard Negative Sampling for Supervised Contrastive Speaker Verification
In recent years, researchers have employed various deep learning approaches to enhance the performance of speaker verification (SV) systems. Contrastive learning methods for SV are gaining attention as alternatives to traditional classification-based approaches because they effectively utilize hard negative pairs, which are different-class samples that are particularly challenging for a verification model to distinguish due to their similarity.
Samsung R&D Institute Poland introduces a clustering-based hard negative sampling (CHNS) method to improve the efficiency of supervised contrastive learning models for SV. The CHNS approach clusters embeddings of similar speakers and adjusts batch composition to obtain an optimal ratio of hard and easy negatives during contrastive loss calculation. Learn more about how CHNS enables high-performance SV even in environments with limited computing capabilities on the Samsung Research blog.
Learn more SemEval-2025 Task 8: LLM Ensemble Methods for QA over Tabular Data
Large language models (LLMs) have shown exceptional capabilities in understanding and generating natural language, making them widely used in question answering (QA) tasks. However, they still encounter difficulties when processing and reasoning over tabular data, particularly in understanding relationships, identifying relevant columns, and answering complex queries.
To tackle these challenges, the Samsung Research team presented a new tabular QA solution at the SemEval-2025 Task 8 competition. This solution is based on an ensemble approach using generative LLMs, where each model contributes to question interpretation, column selection, code generation, and result verification. The final answer is produced through a voting mechanism. The team also introduced automated pandas/SQL code generation with iterative correction and cross-verification between LLMs, significantly improving both accuracy and reliability. The solution achieved 86.21% accuracy and ranked second amongst 100 teams participating in the competition. This new tabular QA solution helps LLMs better understand and utilize structured data, paving the way for broader applications such as automated data analysis, AI assistants, and search systems. Discover more about this innovation on the Samsung Research blog.
Learn more View the full blog at its source
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By Samsung Newsroom
August 2025 New Samsung Health Data and Sensor SDK Releases
Samsung Health Data SDK and Samsung Health Sensor SDK were updated on July 31st, 2025, with the following new write data types added: blood oxygen, body temperature, exercise, floors climbed, and sleep. The Samsung Health Sensor SDK also supports new data types: MF-BIA (Multi-Frequency BIA) and EDA (Electrodermal Activity). Partners can also benefit from a new simplified application process to start using the Samsung Health Data SDK and the Samsung Health Sensor SDK.
Learn more Samsung One UI 8 Beta Will Be Open for More Galaxy Devices Including Galaxy Z Fold6
Samsung Electronics is expanding its One UI 8 beta program. The beta expansion will start first with the Galaxy S24 series, Z Fold6, and Z Flip6 in August, before expanding to the S23 series, Z Fold5, Z Flip5, A36 5G, and A55 5G (known as Galaxy Quantum5 in Korea) in September. One UI 8 brings high productivity and personalized experiences to its users' daily routines by providing intelligent, multimodal AI experiences, the ability to activate Gemini through voice or earbuds (Galaxy Buds3 or Buds3 Pro), and a UX design tailored for various form factors. The official One UI 8 release will begin with the Galaxy S25 series in September and roll out gradually to other models, incorporating feedback from users participating in the beta program.
Learn more Galaxy Emulator Skins for Samsung's Latest Foldable Galaxy Z Series
Experience the functionalities of the Galaxy Z Fold7 and Z Flip7 with recently released emulator skins for the Galaxy Z Fold7, Z Flip7, and Z Flip7 FE models. Test your applications with skins that perfectly replicate the appearance of Samsung's latest flagship phones, showcasing the show-stopping edge-to-edge cover screen of the Galaxy Z Flip7 and the most expansive display of the Galaxy Z Fold7. Download the new emulator skins from the Samsung Developer Portal and take your application development to the next level!
Learn more Tutorial: Integrating Samsung IAP Subscription Functionalities with Your Server
Learn how to integrate Samsung In-App Purchase (IAP) subscription features with your server. This guide covers how to perform key operations, such as revoking, refunding, canceling, and checking the status of subscriptions, through secure server-to-server communication between your backend server and the Samsung IAP service. Each request returns a detailed response based on the action performed. Learn more about integrating IAP functionalities on our blog.
Learn more [Design Story] The Next Chapter in Innovation: Galaxy Z Fold7 and Galaxy Z Flip7
On July 9, the next-generation foldable Galaxy Z Fold7 and Galaxy Z Flip7 phones were unveiled at Galaxy Unpacked 2025. Under the philosophy of "starting completely from scratch," the new Z series features completely redesigned form factors, screen ratios, and materials, showcasing innovation in both performance and design aspects. The Z Fold7 is equipped with a 200 MP camera and optimized, AI-based productivity features using the large screen to enhance immersion. The Z Flip7 offers more intuitive usability with its 4.1-inch FlexWindow and "Gemini" AI. They deliver a new software experience complete with One UI 8 and Galaxy AI, while realizing a vision for sustainability by adopting eco-friendly materials as well as recycled materials. Discover the design story of the Galaxy Z Fold7 and Z Flip7 on the Samsung Electronics Newsroom.
Learn more How Galaxy Watch’s Innovative Sensor Breaks New Ground in Preventative Care
The newly launched Galaxy Watch8 series sets the standard for prevention-focused health management. Based on Samsung's cutting-edge sensor technology, it precisely measures important health metrics including heart-related indicators, vascular stress, antioxidant index, and bedtime guidance right on your wrist, delivering immediately actionable insights you can apply in real life. Experience smarter healthcare with the Galaxy Watch8 series, your intelligent health companion that helps you understand your health better and respond proactively.
Learn more 6G AI/ML for Physical-Layer: Part I - General Views
The physical layer of wireless communication has provided stable performance by relying on linear techniques based on statistical models, such as LS, LMMSE, and Zero-Forcing from 3G to early 5G systems. However, in the upcoming 6G landscape, existing methods face challenges due to a wider range of frequency bands, massive MIMO, complexity in high-density networks, and increasing feedback overhead.
Samsung Research proposes an AI/ML-based physical layer design that learns directly from data without predefined models. The characteristics of wireless communication systems allow AI/ML to demonstrate real-time adaptability and high flexibility. AI/ML also provides enhanced performance and reduced complexity when statistical models are valid, and data-driven sub-optimal solutions when their accuracy is insufficient. Explore the possibilities of context-aware/real-time responsive physical layer design optimized for 6G environments on the Samsung Research blog.
Learn more 6G MIMO: Toward Intelligent and Energy-Efficient Radio
Massive MIMO, a key technology of the 5G era, has significantly improved network capacity and coverage through spatial multiplexing and beamforming. However, as commercialization has accelerated, the energy consumption of base station equipment has emerged as a critical issue. Against this backdrop, the development of intelligent and energy-efficient MIMO technologies has become increasingly imperative for the 6G era
Samsung Research is advancing 6G MIMO with energy-efficient operation and AI-based optimization. By enhancing existing MIMO technology, it leverages AI and machine learning to analyze network environments in real time and determine the transmission method. Additionally, it aims to minimize energy consumption to build eco-friendly and sustainable networks. It is expected that MIMO will contribute to creating smarter and more efficient communication environments in 6G. For a glimpse into the intelligent and sustainable design directions of MIMO for the 6G, visit the Samsung Research blog.
Learn more View the full blog at its source
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