A First Course in Information Theory, Volume 1

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Springer Science & Business Media, 2002 - Computers - 412 pages
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A First Course in Information Theory is an up-to-date introduction to information theory. In addition to the classical topics discussed, it provides the first comprehensive treatment of the theory of I-Measure, network coding theory, Shannon and non-Shannon type information inequalities, and a relation between entropy and group theory. ITIP, a software package for proving information inequalities, is also included. With a large number of examples, illustrations, and original problems, this book is excellent as a textbook or reference book for a senior or graduate level course on the subject, as well as a reference for researchers in related fields.
 

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Contents

I
1
II
5
III
10
IV
16
V
17
VI
19
VII
23
VIII
25
LXIX
218
LXXI
223
LXXII
226
LXXIII
227
LXXIV
230
LXXV
231
LXXVII
233
LXXVIII
234

IX
28
X
32
XI
36
XII
39
XIII
41
XIV
42
XV
45
XVI
48
XVII
54
XVIII
58
XIX
59
XX
61
XXI
64
XXII
66
XXIII
68
XXIV
70
XXV
71
XXVI
73
XXVII
81
XXVIII
82
XXIX
92
XXX
93
XXXI
94
XXXII
95
XXXIII
96
XXXIV
97
XXXV
100
XXXVI
103
XXXVII
105
XXXVIII
112
XXXIX
119
XL
121
XLI
124
XLII
125
XLIII
126
XLIV
135
XLV
140
XLVI
143
XLVII
146
XLVIII
147
XLIX
149
L
153
LI
158
LII
160
LIII
166
LIV
171
LV
174
LVI
180
LVII
183
LVIII
186
LIX
187
LX
188
LXI
191
LXII
196
LXIII
204
LXIV
206
LXV
212
LXVI
214
LXVII
215
LXVIII
216
LXXIX
236
LXXX
240
LXXXI
242
LXXXII
245
LXXXIII
246
LXXXIV
251
LXXXV
259
LXXXVI
262
LXXXVII
263
LXXXVIII
265
LXXXIX
267
XC
269
XCII
270
XCIII
272
XCIV
273
XCV
276
XCVI
277
XCVII
278
XCVIII
279
XCIX
281
C
283
CI
284
CII
285
CIII
287
CIV
291
CV
293
CVI
297
CVII
298
CVIII
300
CIX
301
CX
302
CXI
310
CXII
315
CXIII
321
CXIV
324
CXV
325
CXVI
327
CXVII
328
CXIX
330
CXX
335
CXXII
336
CXXIII
337
CXXIV
340
CXXV
342
CXXVI
346
CXXVII
350
CXXVIII
360
CXXIX
361
CXXX
364
CXXXI
365
CXXXII
366
CXXXIII
372
CXXXIV
377
CXXXV
380
CXXXVI
384
CXXXVII
387
CXXXVIII
389
CXXXIX
403
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