Search Results - "Cookson, Aidan U."
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RF Canceller Tuning Acceleration Using Neural Network Machine Learning for In-Band Full-Duplex Systems
Published in IEEE open journal of the Communications Society (2021)“…The fifth-generation wireless system framework provides the option to evaluate the performance of in-band full-duplex (IBFD) operation through flexible…”
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Journal Article -
2
Adaptive Learning Rate Tuning Algorithm for RF Self-Interference Cancellation
Published in IEEE transactions on microwave theory and techniques (01-03-2021)“…Future wireless systems that take advantage of in-band full-duplex (IBFD) technology require that the consequential self-interference (SI) be sufficiently…”
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Journal Article -
3
Neural Network Tuning for Analog-RF Self-Interference Cancellation
Published in 2021 IEEE MTT-S International Microwave Symposium (IMS) (07-06-2021)“…In-band full-duplex (IBFD) technology can empower multi-function wireless systems to simultaneously operate different modalities if the consequential…”
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Conference Proceeding -
4
Machine Learning for Accelerated IBFD Tuning in 5G Flexible Duplex Networks
Published in 2020 IEEE/MTT-S International Microwave Symposium (IMS) (01-08-2020)“…The fifth-generation wireless system framework provides the option to evaluate the performance of in-band full-duplex (IBFD) operation through flexible…”
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Conference Proceeding -
5
Nonlinear Effects of RF-Photonic Cancellation in IBFD Systems
Published in 2020 IEEE International Conference on Communications Workshops (ICC Workshops) (01-06-2020)“…Future wireless systems will allow users to achieve high data rates by accessing wide bandwidths using carrier aggregation in combination with high individual…”
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Conference Proceeding -
6
In-Band Full-Duplex RF Canceller Tuning using Adaptive Learning Rate Functions
Published in 2020 IEEE Radio and Wireless Symposium (RWS) (01-01-2020)“…Enhancements in communication and spectral efficiencies can be derived from incorporating In-Band Full-Duplex (IBFD) technology into future wireless systems…”
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Conference Proceeding