IoT Signal Detection
IoT Signal Detection
English | 2024 | ISBN: 1394183089 | 196 Pages | PDF, EPUB (True) | 17 MB
English | 2024 | ISBN: 1394183089 | 196 Pages | PDF, EPUB (True) | 17 MB
With a carefully balanced blend of theoretical elements and applications, IoT Signal Detection is an easy-to-follow presentation on signal detection for IoT in terms of device activity detection, sparse signal detection, collided signal detection, round-trip delay estimation, and backscatter signal division, building progressively from basic concepts and important background material up to an advanced understanding of the subject. Various signal detection and estimation techniques are explained, e.g., variational inference algorithm and compressive sensing reconstruction algorithm, and a number of recent research outcomes are included to provide a review of the state of the art in the field.