Michael Knox
Wireless Communications, Software Radio, RF and Microwave Components, Antenna Design, Analog Circuit Design
Wireless Communications, Software Radio, RF and Microwave Components, Antenna Design, Analog Circuit Design
Electromagnetics Wireless Channel Characteristics
Wave propagation, guiding and diffraction in electromagnetics, optics and acoustics; theory and application to devices using multilayered and/or periodic structures. Research studies have addressed…
Wireless networks Access layer protocols Cooperative networks Implementation and experimentation
Software-Defined Network Data Center Network High-Speed Network Security Switch and Router Design
Biomedical Imaging, Magnetic Resonance Imaging, Quantitative MRI, Radiofrequency Coils, Electrical Properties Mapping, Cartilage Assessment
Material modelling, constitutive laws, ferroic materials, multiphysics, homogenization, multi-scale modelling.
THz Metrology, 5G/6G Communications, On-chip Antennas, RFICs, Embedded Systems, IoT, NTNs
Neural Architecture Search, Hyperparameter Optimization, Model Compression, Generative Models, Robust ML, Meta-Learning, Signal Processing
Beyond-5G and 6G Massive MIMO wireless communications - theoretical analysis, cross-layer optimization, green communications
Soft Haptics, Haptics, Medical Robotics, Robotics. Ken Iiyoshi received his BS in Computer Engineering from New York University Abu Dhabi in 2020. He is currently supervised by Professor Mohamad…
Edge caching in Content Delivery Networks and Recommendation
Rehabilitation, Surgical Robotics, Probabilistic Modelling, Neurorehabilitation
Wireless communications, low resolution ADCs, beam alignment, information theory, and machine learning.
Medical Signal and Image Processing, Explainable AI, Human-Robot Interfacing, Neurorehabilitation, Deep Learning
network algorithms, network optimization, distributed control, edge computing, cloud networking, delay constrained networking, network slicing, service orchestration, distributed stream processing,…
Biomedical Optics, Biomedical Spectroscopy, Optical Coherence Tomography (OCT); Photoacoustics; Optical-based Smart and Miniaturized Systems; AI-aided optical diagnostics and imaging.
Integrated Circuits and Systems for Intelligent Sensing and Communication for emerging applications: - RF/mm-Wave and THz circuits and applied Electromagnetics - Low-Power Energy-Autonomous…
Information Theory, Communication Theory, Statistical Signal Processing, Graph Theory, Random Matrix Theory, Network Optimization, Network algorithms, Detection and Estimation, Compressed Sensing
My research is centered on the dynamics, planning, and control of multi-robot systems, with applications in aerial transportation and manipulation, as well as human-robot collaboration.
My research focuses on developing robust, minimally supervised algorithms at the intersection of 3D Computer Vision and robotics, enabling intelligent agents to interpret and interact with the…
My research interests lie in deep reinforcement learning applied to robotics systems. More broadly, I am interested in using neural networks to control robots.
Designing reliable and low latency wireless systems, TCP congestion control, MAC scheduling
My research lies at the intersection of robotics and computer vision, focusing on developing AI-driven techniques that enhance robots' ability to perceive and interact effectively with their…
Stochastic control, backward stochastic differential equations (BSDEs), mean field games, and the signature method. I am currently working on Principal Agent problem
My research focuses on applying advanced machine learning and deep learning techniques to problems in neuroscience.
My research focuses on Computer-Aided Design (CAD) for Hardware Security threats and using LLMs for Hardware Design.
I specialize in robotic indoor navigation, outdoor autonomous navigation, transportation mobility management, multi-agent systems, machine learning, and AI.
Quantum circuits and systems, Developing superconducting material and Josephson Junction devices for quantum sensing and quantum computing.
My main interests are integrated photonics chips, photonics sensors, and materials integration on photonics platforms.
Currently, my research focuses on building efficient systems for private neural inference, leveraging fully homomorphic encryption to enable secure and privacy-preserving computation.
Wireless communications, Raytracing, Statistical signal processing, AI/ML in Wireless, Information theory
My research focuses on developing trustworthy hardware at both the PCB and ASIC levels, with an emphasis on integrating emerging technologies such as FPGAs, additive manufacturing, and machine…
My research interest includes distributed optimization, data-driven control, and their applications on smart transportation.
My research focuses on the experimental evaluation of transport and network layer protocols, low-latency networking, Internet measurement, and wireless communication.
I am currently interested in task-oriented and multiterminal source coding, with a particular focus on deriving information-theoretic bounds for one-shot compression problems.
Safe control synthesis and applications; Learning-based control methods; Verification of neural networks.
My research mainly involves designing superconducting circuits and analyzing quantum materials.
My research focuses on using self-supervised representations of large scale neuroimaging data to gain a better understanding of how the brain works, both in a cognitive context and a clinical context.
Wireless Communications, Machine Learning, Communication Networks, and Hardware Design for Communication Systems
My research focuses on hardware/software co-design, efficient machine learning, and AR/VR.
Capital markets, corporate finance, accounting, financial statement analysis, business statistics, and managerial economics.