Blog(6)

• Enabling Intelligent RAN Framework in O-RAN

  The O-RAN Software Community (O-RAN SC) [1] is a collaborative effort between the O-RAN Alliance and the Linux Foundation to support the reference software implementation of the architectures and specifications created by the O-RAN Alliance Working Groups. Samsung Research has been steadily increasing its efforts within the O-RAN SC since 2019 by contributing to the Radio Intelligent Controller (RIC) and RICAPP projects [4].

• AI-powered Network-level and User-level Optimization: Challenges, Real-World Results, and the Path Forward

  This blog covers the transition to AI-based Network-level and User-level Optimization, which have significant impact on overall network performance and user-perceived service quality.

• Meta-Learning in Neural Networks

  AI methods are advancing across a range of applications from computer vision and natural language processing to autonomous control. There are many facets to AI’s capabilities that determine how useful it is in our lives. Besides the obvious metrics of peak accuracy or efficacy of an AI system at its task, other facets include: How effectively can it learn a new task from a small amount of data or experience? Can it perform, or even learn, within the limited hardware and battery power available on a handheld device?

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Research Areas(3)

• Artificial Intelligence

  Overview Artificial Intelligence In the future, AI technology will become much more prevalent and we will interact with smart devices on a daily basis. These devices will understand our needs via spoken commands, visual gestures, and other cues and be able to help and guide us appropriately. New AI technology in the home and in the workplace will enable us to carry out our routines more efficiently; however, we need to ensure that these technologies operate in a ...

• Data Intelligence

  Overview The importance and value of data is growing nowadays and recognized as driving forces of innovation and competitiveness in diverse industrial fields. As data generation is explosively gaining speed, the amount of data is also rapidly augmenting. However, it is not the large amount of data itself that leads to innovation, but the technology that enables using the data meaningfully. As Samsung Electronics operates within a wide range of business portfolios...

• Next Generation Communications

  Overview The communication technology provides the infrastructure needed to enable people and things (i.e., devices, places, etc.) to connect and interact with one another across physical and virtual spaces. It is the foundation of a smarter age in which AI and robots will become a common part of our daily lives. The communication technology will continue to evolve fast to connect people with machines and things through more and faster exchange of information. To...

Publications(427)

• Leveraging O-RAN SC AI/ML Framework & Non-RT RIC for AI-Driven Network Slice QoS Optimization

  AuthorAshish Jain, Sukhdeep Singh, Moonki Hong

  PublishedIEEE Globecom Workshop

  Date2025-08-12

• Reinforcement Learning Framework for Power Optimization in 5G RAN Systems with Blockchain-Enhanced Security

  AuthorSwaraj Kumar, Sukhdeep Singh, Moonki Hong, Taewan Kim

  PublishedIEEE Globecom Workshop

  Date2025-08-12

• A Bayesian Approach to Data Point Selection

  AuthorMinyoung Kim, Royson Lee, Brais Martinez, Timothy Hospedales

  PublishedNeural Information Processing Systems (NeurIPS)

  Date2024-12-11

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News(90)

• [Blog] AI-powered Network-level and User-level Optimization: Challenges, Real-World Results, and the Path Forward

  This blog covers the transition to AI-based Network-level and User-level Optimization, which have significant impact on overall network performance and user-perceived service quality.

• [Blog] NTN and TN networks for the 6G era: technology overview and regulatory challenges

  3GPP Non-terrestrial networks (NTNs) is an effort to integrate satellite communications into mobile networks, by modifying 3GPP technology design for terrestrial networks (and related core functions) to address the challenges of satellite links.

• [Blog] Robust Unsupervised Adaptation of a Speech Recogniser Using Entropy Minimisation and Speaker Codes

  Have you wondered why it is so hard to adapt a neural-network speech recogniser without supervision? We think we've cracked it, with a new loss function and a low-dimensional representation.

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Others(6)

• Who We Are

  SAMSUNG Research Samsung Research is the advanced research and development (R&D) hub of Samsung’s Consumer Electronics (CE) Division and IT & Mobile Communications (IM) Division. Samsung Research leads the development of the future technologies with more than 10,000 researchers and developers working in overseas R&D centers. Under the vision of “Shape the Future with Innovation and Intelligence”, it is actively conducting research and development (R&D) to identify ...

• Global R&D Networks

  Concentrate every Capability from Global R&D Centers 14 R&D Centers in 12 Countries 7 AI-dedicated Centers in Korea, U.S, Canada, U.K, and Russia Global R&D Centers Global AI Centers Republic of Korea Institute position Samsung Research Seoul, Republic of Korea Russia Institute position Poland Institute position United Kingdom Institute position Ukraine Institute position Jordan Institute position Israel Institute position America Institute position Japan Institute ...

• Samsung Research America

  Play Samsung Research America plays a critical role in developing next generation software, user experiences, and services for Samsung Electronics in key domains, such as artificial intelligence, 5G/6G communication networks, and digital health, among others. Headquartered in Mountain View, CA, in the heart of Silicon Valley, and augmented by teams in key technology centers across North America, SRA develops new technologies to enhance the competitive edge of Samsu...

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