4 citations · 4 across the 3 of their papers we have counts for
4 papers
Telling Neural Network What We Know: Weight Configuration for RNN and Its Application to NextG Real-Time Neural Receiver
Ummay Sumaya Khan, Lizhong Zheng, Lingjia Liu
AI-enabled receivers offer a promising approach to adaptive physical-layer processing, but conventional neural receivers often require extensive offline training and computationall…
Rate-Distortion Bounds for Heterogeneous Random Fields on Finite Lattices
Sujata Sinha, Vishwas Rao, Robert Underwood +4
Since Shannon's foundational work, rate-distortion theory has defined the fundamental limits of lossy compression. Classical results, derived for memoryless and stationary ergodic…
Digital Twin Enabled Site Specific Channel Precoding: Over the Air CIR Inference
Majumder Haider, Imtiaz Ahmed, Zoheb Hassan +3
This paper investigates the significance of designing a reliable, intelligent, and true physical environment-aware precoding scheme by leveraging an accurately designed channel twi…
Non-Terrestrial Network (NTN): a Novel Alternate Fractional Programming for the Downlink Channels Power Allocation
Mahfuzur Rahman, Zoheb Hassan, Jeffrey H. Reed +1
Non-terrestrial network (NTN) communication has garnered considerable attention from government entities, industries, and academia in recent times. NTN networks encompass a variety…