Search Results - "Shahabuddin, Shahriar"

Fast matrix inversion based on Chebyshev acceleration for linear detection in massive MIMO systems by Berra, Salah, Dinis, Rui, Shahabuddin, Shahriar

“…To circumvent the prohibitive complexity of linear minimum mean square error detection in a massive multiple‐input multiple‐output system, several iterative…”
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Machine Learning Threatens 5G Security by Suomalainen, Jani, Juhola, Arto, Shahabuddin, Shahriar, Mammela, Aarne, Ahmad, Ijaz

“…Machine learning (ML) is expected to solve many challenges in the fifth generation (5G) of mobile networks. However, ML will also open the network to several…”
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Deep Unfolding of Chebyshev Accelerated Iterative Method for Massive MIMO Detection by Berra, Salah, Chakraborty, Sourav, Dinis, Rui, Shahabuddin, Shahriar

“…The zero-forcing (ZF) and minimum mean square error (MMSE) based detectors can approach optimal performance in the uplink of massive multiple-input…”
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A Fractional Sample Rate Converter with Parallelized Multiphase Output: Algorithm and FPGA Implementation by Shahabuddin, Shahriar, Manninen, Petri, Juntti, Markku

“…Sample rate conversion is an essential scheme used in almost every radio design. Supporting sampling rates higher than the clock rates require parallel…”
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Physical-Layer Security in 6G Networks by Mucchi, Lorenzo, Jayousi, Sara, Caputo, Stefano, Panayirci, Erdal, Shahabuddin, Shahriar, Bechtold, Jonathan, Morales, Ivan, Stoica, Razvan-Andrei, Abreu, Giuseppe, Haas, Harald

“…The sixth generation (6G) of mobile network will be composed by different nodes, from macro-devices (satellite) to nano-devices (sensors inside the human…”
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Signal Processing Techniques for 6G by Mucchi, Lorenzo, Shahabuddin, Shahriar, Albreem, Mahmoud A. M., Abdallah, Saeed, Caputo, Stefano, Panayirci, Erdal, Juntti, Markku

“…6G networks have the burden to provide not only higher performance compared to 5G, but also to enable new service domains as well as to open the door over a…”
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Massive MIMO Detection Techniques: A Survey by Albreem, Mahmoud A., Juntti, Markku, Shahabuddin, Shahriar

“…Massive multiple-input multiple-output (MIMO) is a key technology to meet the user demands in performance and quality of services (QoS) for next generation…”
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Open RAN security: Challenges and opportunities by Liyanage, Madhusanka, Braeken, An, Shahabuddin, Shahriar, Ranaweera, Pasika

“…Open RAN (ORAN, O-RAN) represents a novel industry-level standard for RAN (Radio Access Network), which defines interfaces that support inter-operation between…”
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ADMM-based infinity norm detection for large MU-MIMO: Algorithm and VLSI architecture by Shahabuddin, Shahriar, Juntti, Markku, Studer, Christoph

“…We propose a novel data detection algorithm and a corresponding VLSI design for large multi-user (MU) multiple-input multiple-output (MIMO) wireless receiver…”
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Security for 5G and Beyond by Ahmad, Ijaz, Shahabuddin, Shahriar, Kumar, Tanesh, Okwuibe, Jude, Gurtov, Andrei, Ylianttila, Mika

“…The development of the fifth generation (5G) wireless networks is gaining momentum to connect almost all aspects of life through the network with much higher…”
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ADMM-Based Infinity-Norm Detection for Massive MIMO: Algorithm and VLSI Architecture by Shahabuddin, Shahriar, Hautala, Ilkka, Juntti, Markku, Studer, Christoph

“…In this article, we propose a novel data detection algorithm and a corresponding VLSI design for massive multiuser (MU) multiple-input-multiple-output (MIMO)…”
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Deep Learning for Massive MIMO Uplink Detectors by Albreem, Mahmoud A., Alhabbash, Alaa H., Shahabuddin, Shahriar, Juntti, Markku

“…Detection techniques for massive multiple-input multiple-output (MIMO) have gained a lot of attention in both academia and industry. Detection techniques have…”
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ASIP for 5G and Beyond: Opportunities and Vision by Shahabuddin, Shahriar, Mammela, Aarne, Juntti, Markku, Silven, Olli

“…The tutorial discusses application-specific instruction-set processors (ASIP) and their potential for the fifth generation (5G) and beyond 5G networks. ASIP is…”
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Efficient iterative massive MIMO detection using Chebyshev acceleration by Berra, Salah, Dinis, Rui, Rabie, Khaled, Shahabuddin, Shahriar

“…Massive multiple-input multiple-output (MIMO) detection is one of the most important, yet complex parts of the fifth generation (5G) baseband receiver. The…”
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Concept Drift Detection Methods for Deep Learning Cognitive Radios: A Hardware Perspective by Shahabuddin, Shahriar, Khan, Zaheer, Juntti, Markku

“…Deep learning models usually assume that training dataset and target data have the same distribution. If this is not the case, model mismatch causes…”
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Programmable ASIPs for Multimode MIMO Transceiver by Shahabuddin, Shahriar, Silvén, Olli, Juntti, Markku

“…Application specific instruction-set processors (ASIP) are a programmable and flexible alternative of traditional finite state machine (FSM) controlled…”
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Data detection based on matrix decomposition for massive MIMO systems in realistic channel scenarios by Albreem, Mahmoud A., Juntti, Markku, Shahabuddin, Shahriar, Abdallah, Saeed, Alhabbash, Alaa, Almajali, Eqab

“…Massive multiple-input multiple-output (MIMO) is a key technology for modern wireless communication systems. In massive MIMO receivers, data detection is a…”
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Cooperative content delivery exploiting multiple wireless interfaces: methods, new technological developments, open research issues and a case study by Khan, Zaheer, Vasilakos, Athanasios V., Barua, Bidushi, Shahabuddin, Shahriar, Ahmadi, Hamed

“…In this tutorial paper, we discuss and compare cooperative content delivery (CCD) techniques that exploit multiple wireless interfaces available on mobile…”
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A customized lattice reduction multiprocessor for MIMO detection by Shahabuddin, Shahriar, Janhunen, Janne, Khan, Zaheer, Juntti, Markku, Ghazi, Amanullah

“…Lattice reduction (LR) is a preprocessing technique for multiple-input multiple-output (MIMO) symbol detection to achieve better bit error-rate (BER)…”
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Design of a transport triggered vector processor for turbo decoding by Shahabuddin, Shahriar, Janhunen, Janne, Juntti, Markku, Ghazi, Amanullah, Silvén, Olli

“…In order to meet the requirement of high data rates for next generation wireless systems, efficient implementations of receiver algorithms are essential. On…”
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