|
Books > Professional & Technical > Energy technology & engineering > Electrical engineering
|
Buy Now
Intelligent Sensor Networks - The Integration of Sensor Networks, Signal Processing and Machine Learning (Paperback)
Loot Price: R1,949
Discovery Miles 19 490
|
|
|
Intelligent Sensor Networks - The Integration of Sensor Networks, Signal Processing and Machine Learning (Paperback)
Expected to ship within 12 - 19 working days
|
Although governments worldwide have invested significantly in
intelligent sensor network research and applications, few books
cover intelligent sensor networks from a machine learning and
signal processing perspective. Filling this void, Intelligent
Sensor Networks: The Integration of Sensor Networks, Signal
Processing and Machine Learning focuses on the close integration of
sensing, networking, and smart signal processing via machine
learning. Based on the world-class research of award-winning
authors, the book provides a firm grounding in the fundamentals of
intelligent sensor networks, including compressive sensing and
sampling, distributed signal processing, and intelligent signal
learning. Presenting recent research results of world-renowned
sensing experts, the book is organized into three parts: Machine
Learning-describes the application of machine learning and other AI
principles in sensor network intelligence-covering smart
sensor/transducer architecture and data representation for
intelligent sensors Signal Processing-considers the optimization of
sensor network performance based on digital signal processing
techniques-including cross-layer integration of routing and
application-specific signal processing as well as on-board image
processing in wireless multimedia sensor networks for intelligent
transportation systems Networking-focuses on network protocol
design in order to achieve an intelligent sensor
networking-covering energy-efficient opportunistic routing
protocols for sensor networking and multi-agent-driven wireless
sensor cooperation Maintaining a focus on "intelligent" designs,
the book details signal processing principles in sensor networks.
It elaborates on critical platforms for intelligent sensor networks
and illustrates key applications-including target tracking, object
identification, and structural health monitoring. It also includes
a paradigm for validating the extent of spatiotemporal associations
among data sources to enhance data cleaning in sensor networks, a
sensor stream reduction application, and also considers the use of
Kalman filters for attack detection in a water system sensor
network that consists of water level sensors and velocity sensors.
General
Is the information for this product incomplete, wrong or inappropriate?
Let us know about it.
Does this product have an incorrect or missing image?
Send us a new image.
Is this product missing categories?
Add more categories.
Review This Product
No reviews yet - be the first to create one!
|
You might also like..
|
Welcome to Loot.co.za!
Sign in / Register |Wishlists & Gift Vouchers |Help | Advanced search
