Exploiting Covariance Structure for Signal Detection in Array Processing

Erscheinungsjahr 2024
ISBN: 978-3-384-27664-3
Verlag: tredition

Buch, Englisch, 108 Seiten, Format (B × H): 155 mm x 234 mm, Gewicht: 197 g

Array processing involves utilizing multiple sensors (e.g., antennas) to collect data from a spatial environment. The primary objective is to extract the desired signal from a mixture of noise and interference. Several techniques exist for signal detection, including beamforming, matched filtering, and likelihood ratio tests. These methods typically rely on assumptions about the signal and noise characteristics.
However, real-world environments often violate these assumptions. Noise may not be purely white (uncorrelated) and can exhibit spatial coherence. Additionally, interference might be structured and non-stationary. Here's where exploiting the covariance structure of the received data becomes advantageous.

Zielgruppe

This book is ideal for engineers and researchers working in signal processing, especially those interested in using covariance analysis to improve signal detection in antenna arrays.

Autoren/Hrsg.

Perry

Über Autor(innen)

Perry
Professor Perry is a leading authority in the field of emerging electronic materials and devices. Their illustrious career has been dedicated to pushing the boundaries of electronics research, with a particular focus on exploring the vast potential beyond traditional silicon technology.

Professor Perry's groundbreaking research has been published in numerous prestigious scientific journals and has garnered them recognition as a pioneer in the field. They are a frequent speaker at international conferences, where their insights on the future of electronics captivate audiences.

Professor Perry's passion for discovery extends beyond the lab. They are a dedicated educator who inspires a new generation of engineers and scientists to explore the exciting possibilities of next-generation electronics. "The Future of Electronics: A World Beyond Silicon" is a culmination of Professor Perry's extensive research and a testament to their unwavering dedication to shaping the future of this transformative field.