Mathematical Foundations for Signal Processing, Communications, and Networking

Mathematical Foundations for Signal Processing, Communications, and Networking

Rajan, Dinesh; Serpedin, Erchin; Chen, Thomas

Taylor & Francis Ltd

03/2017

858

Mole

Inglês

9781138072169

15 a 20 dias

453

Descrição não disponível.
Introduction. Signal Processing Transforms. Linear Algebra. Elements of Galois Fields. Numerical Analysis. Combinatorics. Probability, Random Variables, and Stochastic Processes. Random Matrix Theory. Large Deviations. Fundamentals of Estimation Theory. Fundamentals of Detection Theory. Monte Carlo Methods for Statistical Signal Processing. Factor Graphs and Message Passing Algorithms. Unconstrained and Constrained Optimization Problems. Linear Programming and Mixed Integer Programming. Majorization Theory and Applications. Queueing Theory. Network Optimization Techniques. Game Theory. A Short Course on Frame Theory. Index.
Interior Point Methods;signal processing algorithms;Carrier Frequency Offset;communication systems;Discrete Time Markov Chain;communication networks;Sum Product Algorithm;telecommunications;Factor Graphs;networking;Large Deviation Analysis;Electrical Engineering;Continuous Time Markov Chain;Monte Carlo simulation;Minimal Polynomial;math foundation for engineering;Balanced Incomplete Block Design;linear programming;MIP Problem;Transforms;LP Problem;linear algebra;Steady State Probabilities;numerical analysis;Neyman Pearson Test;stochastic processes;Finite Field;Combinatorics;Primitive Polynomial;Matrix Theory;Subgame Perfect Equilibrium;Random Variables;Factor Node;Probability;DTFT;Estimation Theory;MIMO Transceiver;Detection Theory;Hidden Markov Model;Message Passing Algorithms;MIMO Channel;Optimization Problems;Laplace Transform;Mixed Integer Programming;Latin Squares;Majorization Theory;Birth Death Process;Queueing Theory;CGF;Game Theory;Frame Theory;Thomas Chen;Dinesh Rajan;Serhan Yarkan;Khalid A. Qaraqe;Fatemeh Hamidi Sepehr;Tolga M. Duman;Vivek Sarin;Walter D. Wallis;Romain Couillet;Merouane Debbah;Hongbin Li;Yik-Chung Wu;Venugopal V. Veeravalli;Xiaodong Wang;Aitzaz Ahmad;Shuguang Cui;Anthony Man-Cho So;Rui Zhang;Bogdan Dumitrescu;Jiaheng Wang;Daniel Palomar;Michal Piro;Erik G. Larsson;Eduard Jorswiec;Veniamin I. Morgenshtern;Helmut Boelcskei