146 citations · 152 across the 8 of their papers we have counts for
10 papers
FLCC: Efficient Distributed Federated Learning on IoMT over CSMA/CA
Abdelaziz Salama, Syed Ali Zaidi, Des McLernon +1
Federated Learning (FL) has emerged as a promising approach for privacy preservation, allowing sharing of the model parameters between users and the cloud server rather than the ra…
Nearest neighbor Methods and their Applications in Design of 5G & Beyond Wireless Networks
Syed Ali Raza Zaidi
In this paper, we present an overview of Nearest neighbor (NN) methods, which are frequently employed for solving classification problems using supervised learning. The article con…
Fine Timing and Frequency Synchronization for MIMO-OFDM: An Extreme Learning Approach
Jun Liu, Kai Mei, Xiaochen Zhang +4
Multiple-input multiple-output orthogonal frequency-division multiplexing (MIMO-OFDM) is a key technology component in the evolution towards cognitive radio (CR) in next-generation…
A CNN-LSTM Hybrid Framework for Wrist Kinematics Estimation Using Surface Electromyography
Tianzhe Bao, Syed Ali Raza Zaidi, Shengquan Xie +2
Convolutional neural network (CNN) has been widely exploited for simultaneous and proportional myoelectric control due to its capability of deriving informative, representative and…
Fusion Rules for Distributed Detection in Clustered Wireless Sensor Networks with Imperfect Channels
Sami A. Aldalahmeh, Saleh O. Al-Jazzar, Des McLernon +2
In this paper we investigate fusion rules for distributed detection in large random clustered-wireless sensor networks (WSNs) with a three-tier hierarchy; the sensor nodes (SNs), t…
Optimal Coverage and Rate in Downlink Cellular Networks: A SIR Meta-Distribution Based Approach
A. M. Hayajneh, S. A. R. Zaidi, Des. C. McLernon +3
In this paper, we present a detailed analysis of the coverage and spectral efficiency of a downlink cellular network. Rather than relying on the first order statistics of received…
Robotic Mobility Diversity Algorithm with Continuous Search Space
Daniel Bonilla Licea, Des McLernon, Mounir Ghogho +2
Small scale fading makes the wireless channel gain vary significantly over small distances and in the context of classical communication systems it can be detrimental to performanc…
Information-Centric Offloading in Cellular Networks with Coordinated Device-to-Device Communication
Asma Afzal, Syed Ali Raza Zaidi, Des McLernon +1
In this paper, we develop a comprehensive analytical framework for cache enabled cellular networks overlaid with coordinated device-to-device (D2D) communication. We follow an appr…
Artificial-Noise Aided Secure Transmission in Large Scale Spectrum Sharing Networks
Yansha Deng, Lifeng Wang, Syed Ali Raza Zaidi +2
We investigate beamforming and artificial noise generation at the secondary transmitters to establish secure transmission in large scale spectrum sharing networks,where multiple no…
Distributed Optimal Quantization and Power Allocation for Sensor Detection Via Consensus
Edmond Nurellari, Des McLernon, Mounir Ghogho +1
We address the optimal transmit power allocation problem (from the sensor nodes (SNs) to the fusion center (FC)) for the decentralized detection of an unknown deterministic spatial…