[数据挖掘书籍] Cognitive Networked Sensing and Big Data [推广有奖]

0关注
3粉丝

已卖：4974份资源

博士生

51%

还不是VIP/贵宾

威望: 0 级
论坛币: 5584 个
通用积分: 34.9846
学术水平: 24 点
热心指数: 52 点
信用等级: 18 点
经验: 14802 点
帖子: 264
精华: 0
在线时间: 292 小时
注册时间: 2011-7-13
最后登录: 2025-6-28

楼主

410234198 发表于 2013-10-12 09:11:37 |AI写论文

是否 +2 论坛币

k人参与回答

经管之家送您一份

应届毕业生专属福利!

求职就业群

赵安豆老师微信：zhaoandou666

经管之家联合CDA

送您一个全额奖学金名额~ !

立即领取

感谢您参与论坛问题回答

经管之家送您两个论坛币！

+2 论坛币

Wireless Distributed Computing and Cognitive Sensing defines high-dimensional data processing in the context of wireless distributed computing and cognitive sensing. This book presents the challenges that are unique to this area such as synchronization caused by the high mobility of the nodes. The author will discuss the integration of software defined radio implementation and testbed development. The book will also bridge new research results and contextual reviews. Also the author provides an examination of large cognitive radio network; hardware testbed; distributed sensing; and distributed computing.

Table of Contents
Part I Theory
Chapter 1: Mathematical Foundation
Chapter 2: Sums of Matrix-Valued Random Variables
Chapter 3: Concentration of Measure
Chapter 4: Concentration of Eigenvalues and Their Functionals
Chapter 5: Non-asymptotic, Local Theory of Random Matrices
Chapter 6: Asymptotic, Global Theory of Random Matrices

Part II Applications
Chapter 7: Compressed Sensing and Sparse Recovery
Chapter 8: Matrix Completion and Low-Rank Matrix Recovery
Chapter 9: Covariance Matrix Estimation in High Dimensions
Chapter 10: Detection in High Dimensions
Chapter 11: Probability Constrained Optimization
Chapter 12: Database Friendly Data Processing
Chapter 13: From Network to Big Data

Book Details
Title: Cognitive Networked Sensing and Big Data
Author: Michael Wicks, Robert Qiu
Length: 480 pages
Edition: 2014
Language: English
Publisher: Springer
Publication Date: 2013-08-19
ISBN-10: 1461445434
ISBN-13: 9781461445432