Energy-Efficient Flat Precoding for MIMO Systems

Authors: Sohrabi, Foad, Nuzman, Carl, Du, Jinfeng, Yang, Hong, Viswanathan, Harish

Subject Terms: Computer Science - Information Theory

Access URL: http://arxiv.org/abs/2502.12343

End-to-End Deep Learning for TDD MIMO Systems in the 6G Upper Midbands

Authors: Park, Juseong, Sohrabi, Foad, Ghosh, Amitava, Andrews, Jeffrey G.

Subject Terms: Computer Science - Information Theory, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2402.01033

Active Sensing for Two-Sided Beam Alignment Using Ping-Pong Pilots

Authors: Jiang, Tao, Sohrabi, Foad, Yu, Wei

Source: 2022 56th Asilomar Conference on Signals, Systems, and Computers Signals, Systems, and Computers, 2022 56th Asilomar Conference on. :913-918 Oct, 2022

Relation: 2022 56th Asilomar Conference on Signals, Systems, and Computers

Active Sensing for Two-Sided Beam Alignment and Reflection Design Using Ping-Pong Pilots

Authors: Jiang, Tao, Sohrabi, Foad, Yu, Wei

Subject Terms: Computer Science - Information Theory, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2305.07130

Deep Active Learning Approach to Adaptive Beamforming for mmWave Initial Alignment

Authors: Sohrabi, Foad, Chen, Zhilin, Yu, Wei

Source: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2021 - 2021 IEEE International Conference on. :4940-4944 Jun, 2021

Relation: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Deep Learning Approach to Channel Sensing and Hybrid Precoding for TDD Massive MIMO Systems

Authors: Attiah, Kareem M., Sohrabi, Foad, Yu, Wei

Source: 2020 IEEE Globecom Workshops (GC Wkshps Globecom Workshops (GC Wkshps), 2020 IEEE. :1-6 Dec, 2020

Relation: 2020 IEEE Globecom Workshops (GC Wkshps)

MMSE-Based Channel Estimation for Hybrid Beamforming Massive MIMO with Correlated Channels

Authors: Mirzaei, Javad, Sohrabi, Foad, Adve, Raviraj, ShahbazPanahi, Shahram

Source: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2020 - 2020 IEEE International Conference on. :5015-5019 May, 2020

Relation: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Robust Symbol-Level Precoding Via Autoencoder-Based Deep Learning

Authors: Sohrabi, Foad, Cheng, Hei Victor, Yu, Wei

Source: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2020 - 2020 IEEE International Conference on. :8951-8955 May, 2020

Relation: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Role of Deep Learning in Wireless Communications

Authors: Yu, Wei, Sohrabi, Foad, Jiang, Tao

Subject Terms: Computer Science - Information Theory, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2210.02596

Learning Progressive Distributed Compression Strategies from Local Channel State Information

Authors: Sohrabi, Foad, Jiang, Tao, Yu, Wei

Subject Terms: Computer Science - Information Theory

Access URL: http://arxiv.org/abs/2203.04747

One-Bit Precoding Constellation Design via Autoencoder-Based Deep Learning

Authors: Sohrabi, Foad, Yu, Wei

Source: 2019 53rd Asilomar Conference on Signals, Systems, and Computers Signals, Systems, and Computers, 2019 53rd Asilomar Conference on. :754-758 Nov, 2019

Relation: 2019 53rd Asilomar Conference on Signals, Systems, and Computers

Multiple Access Binary Computation Offloading via Reinforcement Learning

Authors: Salmani, Mahsa, Sohrabi, Foad, Davidson, Timothy. N., Yu, Wei

Source: 2019 16th Canadian Workshop on Information Theory (CWIT) Information Theory (CWIT), 2019 16th Canadian Workshop on. :1-6 Jun, 2019

Relation: 2019 16th Canadian Workshop on Information Theory (CWIT)

Covariance Based Joint Activity and Data Detection for Massive Random Access with Massive MIMO

Authors: Chen, Zhilin, Sohrabi, Foad, Liu, Ya-Feng, Yu, Wei

Source: ICC 2019 - 2019 IEEE International Conference on Communications (ICC) Communications (ICC), ICC 2019 - 2019 IEEE International Conference on. :1-6 May, 2019

Relation: ICC 2019 - 2019 IEEE International Conference on Communications (ICC)

Active Sensing for Communications by Learning

Authors: Sohrabi, Foad, Jiang, Tao, Cui, Wei, Yu, Wei

Subject Terms: Computer Science - Information Theory, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2112.04075

Hybrid Analog and Digital Beamforming Design for Channel Estimation in Correlated Massive MIMO Systems

Authors: Mirzaei, Javad, ShahbazPanahi, Shahram, Sohrabi, Foad, Adve, Raviraj

Subject Terms: Computer Science - Information Theory, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2107.07622

Massive MIMO mmWave Channel Estimation Using Approximate Message Passing and Laplacian Prior

Authors: Bellili, Faouzi, Sohrabi, Foad, Yu, Wei

Source: 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) Signal Processing Advances in Wireless Communications (SPAWC), 2018 IEEE 19th International Workshop on. :1-5 Jun, 2018

Relation: 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)

Sparse Activity Detection in Multi-Cell Massive MIMO Exploiting Channel Large-Scale Fading

Authors: Chen, Zhilin, Sohrabi, Foad, Yu, Wei

Subject Terms: Computer Science - Information Theory

Access URL: http://arxiv.org/abs/2103.00782

An Efficient Active Set Algorithm for Covariance Based Joint Data and Activity Detection for Massive Random Access with Massive MIMO

Authors: Wang, Ziyue, Chen, Zhilin, Liu, Ya-Feng, Sohrabi, Foad, Yu, Wei

Subject Terms: Electrical Engineering and Systems Science - Signal Processing, Computer Science - Information Theory, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2102.03490

Deep Active Learning Approach to Adaptive Beamforming for mmWave Initial Alignment

Authors: Sohrabi, Foad, Chen, Zhilin, Yu, Wei

Subject Terms: Computer Science - Information Theory

Access URL: http://arxiv.org/abs/2012.13607

Deep Learning for Channel Sensing and Hybrid Precoding in TDD Massive MIMO OFDM Systems

Authors: Attiah, Kareem M., Sohrabi, Foad, Yu, Wei

Subject Terms: Computer Science - Information Theory, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2011.10709