Underwater Information Perception and Processing Via Underwater Sensor Networks / by Meiqin Liu, Ronghao Zheng, Senlin Zhang.

Format:

Book

Author/Creator:

Liu, Meiqin.

Contributor:

Zheng, Ronghao.

Zhang, Senlin.

Series:

Intelligent Technologies and Robotics Series

Language:

English

Subjects (All):

Computational intelligence.

Signal processing.

Embedded computer systems.

Electronics.

Cooperating objects (Computer systems).

Automatic control.

Robotics.

Automation.

Computational Intelligence.

Signal, Speech and Image Processing.

Embedded Systems.

Electronics and Microelectronics, Instrumentation.

Cyber-Physical Systems.

Control, Robotics, Automation.

Local Subjects:

Computational Intelligence.

Signal, Speech and Image Processing.

Embedded Systems.

Electronics and Microelectronics, Instrumentation.

Cyber-Physical Systems.

Control, Robotics, Automation.

Physical Description:

1 online resource (405 pages)

Edition:

1st ed. 2024.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2024.

Summary:

This book highlights the latest advances and trends in information perception and processing of underwater sensor networks (USNs). Underwater sensor networks are networks of autonomous sensor nodes distributed over a given region of water to collaboratively perform a given task. Nearly 70% of the Earth's surface is covered by water, mainly oceans, and more than 80% of the ocean remains unexplored. The emergence of USNs is a new direction in ocean exploration and data collection. USNs offer many applications in both civilian and non-civilian fields. However, due to the characteristics of underwater environments, USNs face challenges such as limited bandwidth, high propagation delay, media access control, routing, resource utilization, power limitation, etc. Researchers have studied and provided many techniques over the past decades to address these issues. This book systematically summarizes the development and covers a wide range of applications of USNs, including mobile node localization, target detection, target recognition, target tracking, sensor scheduling, and environmental monitoring. It also focuses on the introduction of new technologies, including deep reinforcement learning, into underwater information perception and processing. This book is suitable for university lecturers, graduate students, and industry professionals working in the field of USNs. .

Contents:

Underwater Sensor Networks(USNs)

Mobile Nodes localization in USNs

Underwater targets detection and DOA estimation via the USNs

Underwater Target Recognition via the USNs

Multi-node Cooperative Target Tracking via USNs

Energy-efficient Sensor Scheduling Method for Target Tracking in USNs

Underwater Environment Monitoring Using USNs.

Notes:

Description based on publisher supplied metadata and other sources.

Other Format:

Print version: Liu, Meiqin Underwater Information Perception and Processing Via Underwater Sensor Networks

ISBN:

9789819746699

OCLC:

1474241421