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Niranjay's page - Resources
Free tutorials, eBooks and lecture notes I've found useful:
Free eBook listings:
Mathematics - eBook listing 1
Computer Science and others - eBook listing 2
Mathematics (more) - eBook listing 3
DSP, Programming - eBook listing 4
Wireless Communications (General):
Reading Material:
Wireless Communications by Andrea Goldsmith (Draft)
Fundamentals of Wireless Communications by D Tse and P Viswanath
Course Pages:
Prof. A Goldsmith's course page (Wireless Communications - Stanford University)
Prof. J Andrews' course page (Advanced Wireless Modulation and Multiple Access - University of Texas, Austin)
Resource page for Wireless Communications by William Stallings
MIMO Communications:
Reading Material:
Original paper by Emre Telatar: Capacity of Multi-antenna Gaussian Channels
Capacity Limits of MIMO Channels by A. Goldsmith, S. A. Jafar, N. Jindal, and S. Vishwanath
Prof. R W Heath's overview of MIMO research (University of Texas, Austin)
Matrix Analysis, Linear Algebra, Numerical Linear Algebra
Reading Material:
Course of linear algebra and multidimensional geometry by Ruslan Sharipov
The Matrix Cookbook by Kaare Brandt Petersen
Matrix Analysis by Carl Meyer
Computational methods in Linear Algebra
Course Pages:
Prof. Y Saad's course page (Computational Aspects of Matrix Theory - University of Minnesota)
Prof. G Strang's MIT OCW course pages (Includes video lectures): [ Linear Algebra ] [ Mathematical Methods for Engineers I ]
Optimization:
Reading Material:
Convex Optimization by Stephen Boyd and Lieven Vandeberghe
Code/Software packages:
SeDuMi and a comprehensive list of optimization packages
Course pages:
Prof. Boyd's course pages [ Convex Optimization ][ Optimization Projects ] (Stanford University)
Prof. D Bertsekas's course page (Convex Analysis and Optimization - MIT)
Algorithms:
Reading Material:
An online source for algorithms:Algorithms by S Dasgupta et al
Alorithms and Complexity by H. S. Wilf
Code/Software packages:
Loads of Numerical Recipes in C, in Fortran 77, in Fortran 90
Look for code at MATLAB File Exchange
Course pages:
Prof. C Leiserson, E Demaine's MIT OCW course page with Audio/Video lectures (Introduction to Algorithms, MIT)
Prof. D Kerger's MIT OCW course page (Advanced Algorithms, MIT)
Prof. W Shuler's course page (Algorithms & Data Structures, University of Minnesota)
Probability, Stochastic Processes, Monte Carlo Methods
Reading Material:
Probability, Random Processes, and Ergodic Properties by R.M. Gray
Lecture notes on Probability and Stochastic Processes by Prof. J C Kieffer (University of Minnesota)
Simulating Random Numbers
On Monte Carlo Integration
Course Pages:
Prof. D Bertsekas's course page (Probabilistic Systems Analysis and Applied Probability, MIT)
Resource page for Probability, Random Variables and Stochastic Processes by A Papoulis
Information Theory, Coding, Cryptography:
Reading Material:
Primer on Information Theory by Thomas Schneider
Low Density Parity Check Codes by R G Gallager (Original monograph)
A Mathematical Theory of Communication by C E Shannon (The paper that started it all)
Lecture notes on Information Theory by Prof. J C Kieffer (University of Minnesota)
Handbook of Applied Cryptography by A.J. Menezes, P. C. van Oorschot and S. A. Vanstone
Course Pages:
Prof. M Medard, L Zheng's MIT OCW course page (Transmission of Information, MIT)
Prof. P Viswanath's course page (Information Theory - University of Illinois, Urbana-Champaign)
Prof. N Jindal's course page (Multi-User Information Thoery - University of Minnesota)
Miscellaneous material:
Mathematical Tables by Vincent Verdult
Handling Large Data Sets Efficiently in MATLAB
A tutorial by the Indian TeX users group
Forums: MATLAB Newsgroup, Comp.DSP
A list major of conferences, locations and deadlines in Information Theory, Communications and Signal Processing (courtesy Juyul Lee)
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