Information theory /:
The book presents the historical evolution of Information Theory, along with the basic concepts linked to information. It discusses the information associated to a certain source and the usual types of source codes, the information transmission, joint information, conditional entropy, mutual informa...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York :
Momentum Press,
©2015.
|
| Schriftenreihe: | Communications and signal processing collection.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | The book presents the historical evolution of Information Theory, along with the basic concepts linked to information. It discusses the information associated to a certain source and the usual types of source codes, the information transmission, joint information, conditional entropy, mutual information, and channel capacity. The hot topic of multiple access systems, for cooperative and noncooperative channels, is discussed, along with code division multiple access (CDMA), the basic block of most cellular and personal communication systems, and the capacity of a CDMA system. The information theoretical aspects of cryptography, which are important for network security, a topic intrinsically connected to computer networks and the Internet, are also presented. The book includes a review of probability theory, solved problems, illustrations, and graphics to help the reader understand the theory. |
| Beschreibung: | 1 online resource (1 volume) : illustrations |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9781606505298 1606505297 |
Internformat
MARC
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| 100 | 1 | |a Alencar, Marcelo S. | |
| 245 | 1 | 0 | |a Information theory / |c Marcelo S. Alencar. |
| 260 | |a New York : |b Momentum Press, |c ©2015. | ||
| 300 | |a 1 online resource (1 volume) : |b illustrations | ||
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| 588 | 0 | |a Online resource; title from title page (Safari, viewed November 7, 2014). | |
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a 1. Information theory -- 1.1 Information measurement -- 1.2 Requirements for an information metric. | |
| 505 | 8 | |a 2. Sources of information -- 2.1 Source coding -- 2.2 Extension of a memoryless discrete source -- 2.3 Prefix codes -- 2.4 The information unit. | |
| 505 | 8 | |a 3. Source coding -- 3.1 Types of source codes -- 3.2 Construction of instantaneous codes -- 3.3 Kraft inequality -- 3.4 Huffman code. | |
| 505 | 8 | |a 4. Information transmission -- 4.1 The concept of information theory -- 4.2 Joint information measurement -- 4.3 Conditional entropy -- 4.4 Model for a communication channel -- 4.5 Noiseless channel -- 4.6 Channel with independent output and input -- 4.7 Relations between the entropies -- 4.8 Mutual information -- 4.9 Channel capacity. | |
| 505 | 8 | |a 5. Multiple access systems -- 5.1 Introduction -- 5.2 The Gaussian multiple access channel -- 5.3 The Gaussian channel with Rayleigh fading -- 5.4 The noncooperative multiple access channel -- 5.5 Multiple access in a dynamic environment -- 5.6 Analysis of the capacity for a Markovian multiple access channel. | |
| 505 | 8 | |a 6. Code division multiple access -- 6.1 Introduction -- 6.2 Fundamentals of spread spectrum signals -- 6.3 Performance analysis of CDMA systems -- 6.4 Sequence design. | |
| 505 | 8 | |a 7. The capacity of a CDMA system -- 7.1 Introduction -- 7.2 Analysis of a CDMA system with a fixed number of users and small SNR -- 7.3 CDMA system with a fixed number of users and high SNR -- 7.4 A tight bound on the capacity of a CDMA system. | |
| 505 | 8 | |a 8. Theoretical cryptography -- 8.1 Introduction -- 8.2 Cryptographic aspects of computer networks -- 8.3 Principles of cryptography -- 8.4 Information theoretical aspects of cryptography -- 8.5 Mutual information for cryptosystems. | |
| 505 | 8 | |a Appendix A. Probability theory -- Set theory and measure -- Basic probability theory -- Random variables -- References -- About the author -- Index. | |
| 520 | 3 | |a The book presents the historical evolution of Information Theory, along with the basic concepts linked to information. It discusses the information associated to a certain source and the usual types of source codes, the information transmission, joint information, conditional entropy, mutual information, and channel capacity. The hot topic of multiple access systems, for cooperative and noncooperative channels, is discussed, along with code division multiple access (CDMA), the basic block of most cellular and personal communication systems, and the capacity of a CDMA system. The information theoretical aspects of cryptography, which are important for network security, a topic intrinsically connected to computer networks and the Internet, are also presented. The book includes a review of probability theory, solved problems, illustrations, and graphics to help the reader understand the theory. | |
| 546 | |a English. | ||
| 650 | 0 | |a Information theory. |0 http://id.loc.gov/authorities/subjects/sh85066289 | |
| 650 | 0 | |a Coding theory. |0 http://id.loc.gov/authorities/subjects/sh85027654 | |
| 650 | 2 | |a Information Theory |0 https://id.nlm.nih.gov/mesh/D007257 | |
| 650 | 6 | |a Théorie de l'information. | |
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| 650 | 7 | |a Information theory |2 fast | |
| 653 | |a Code division multiple access | ||
| 653 | |a coding theory | ||
| 653 | |a cryptography | ||
| 653 | |a information theory | ||
| 653 | |a multiple access systems | ||
| 653 | |a network security | ||
| 758 | |i has work: |a Information theory (Text) |1 https://id.oclc.org/worldcat/entity/E39PCFvFVfb9p7bFtfvJwfrkKq |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
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Datensatz im Suchindex
| DE-BY-FWS_katkey | ZDB-4-EBA-ocn895288475 |
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| _version_ | 1816882294248439808 |
| adam_text | |
| any_adam_object | |
| author | Alencar, Marcelo S. |
| author_facet | Alencar, Marcelo S. |
| author_role | |
| author_sort | Alencar, Marcelo S. |
| author_variant | m s a ms msa |
| building | Verbundindex |
| bvnumber | localFWS |
| callnumber-first | Q - Science |
| callnumber-label | Q350 |
| callnumber-raw | Q350 .A546 2015 |
| callnumber-search | Q350 .A546 2015 |
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| contents | 1. Information theory -- 1.1 Information measurement -- 1.2 Requirements for an information metric. 2. Sources of information -- 2.1 Source coding -- 2.2 Extension of a memoryless discrete source -- 2.3 Prefix codes -- 2.4 The information unit. 3. Source coding -- 3.1 Types of source codes -- 3.2 Construction of instantaneous codes -- 3.3 Kraft inequality -- 3.4 Huffman code. 4. Information transmission -- 4.1 The concept of information theory -- 4.2 Joint information measurement -- 4.3 Conditional entropy -- 4.4 Model for a communication channel -- 4.5 Noiseless channel -- 4.6 Channel with independent output and input -- 4.7 Relations between the entropies -- 4.8 Mutual information -- 4.9 Channel capacity. 5. Multiple access systems -- 5.1 Introduction -- 5.2 The Gaussian multiple access channel -- 5.3 The Gaussian channel with Rayleigh fading -- 5.4 The noncooperative multiple access channel -- 5.5 Multiple access in a dynamic environment -- 5.6 Analysis of the capacity for a Markovian multiple access channel. 6. Code division multiple access -- 6.1 Introduction -- 6.2 Fundamentals of spread spectrum signals -- 6.3 Performance analysis of CDMA systems -- 6.4 Sequence design. 7. The capacity of a CDMA system -- 7.1 Introduction -- 7.2 Analysis of a CDMA system with a fixed number of users and small SNR -- 7.3 CDMA system with a fixed number of users and high SNR -- 7.4 A tight bound on the capacity of a CDMA system. 8. Theoretical cryptography -- 8.1 Introduction -- 8.2 Cryptographic aspects of computer networks -- 8.3 Principles of cryptography -- 8.4 Information theoretical aspects of cryptography -- 8.5 Mutual information for cryptosystems. Appendix A. Probability theory -- Set theory and measure -- Basic probability theory -- Random variables -- References -- About the author -- Index. |
| ctrlnum | (OCoLC)895288475 |
| dewey-full | 003.54 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 003 - Systems |
| dewey-raw | 003.54 |
| dewey-search | 003.54 |
| dewey-sort | 13.54 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Electronic eBook |
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| id | ZDB-4-EBA-ocn895288475 |
| illustrated | Illustrated |
| indexdate | 2024-11-27T13:26:19Z |
| institution | BVB |
| isbn | 9781606505298 1606505297 |
| language | English |
| oclc_num | 895288475 |
| open_access_boolean | |
| owner | MAIN DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (1 volume) : illustrations |
| psigel | ZDB-4-EBA |
| publishDate | 2015 |
| publishDateSearch | 2015 |
| publishDateSort | 2015 |
| publisher | Momentum Press, |
| record_format | marc |
| series | Communications and signal processing collection. |
| series2 | Communications and signal processing collection |
| spelling | Alencar, Marcelo S. Information theory / Marcelo S. Alencar. New York : Momentum Press, ©2015. 1 online resource (1 volume) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Communications and signal processing collection Online resource; title from title page (Safari, viewed November 7, 2014). Includes bibliographical references and index. 1. Information theory -- 1.1 Information measurement -- 1.2 Requirements for an information metric. 2. Sources of information -- 2.1 Source coding -- 2.2 Extension of a memoryless discrete source -- 2.3 Prefix codes -- 2.4 The information unit. 3. Source coding -- 3.1 Types of source codes -- 3.2 Construction of instantaneous codes -- 3.3 Kraft inequality -- 3.4 Huffman code. 4. Information transmission -- 4.1 The concept of information theory -- 4.2 Joint information measurement -- 4.3 Conditional entropy -- 4.4 Model for a communication channel -- 4.5 Noiseless channel -- 4.6 Channel with independent output and input -- 4.7 Relations between the entropies -- 4.8 Mutual information -- 4.9 Channel capacity. 5. Multiple access systems -- 5.1 Introduction -- 5.2 The Gaussian multiple access channel -- 5.3 The Gaussian channel with Rayleigh fading -- 5.4 The noncooperative multiple access channel -- 5.5 Multiple access in a dynamic environment -- 5.6 Analysis of the capacity for a Markovian multiple access channel. 6. Code division multiple access -- 6.1 Introduction -- 6.2 Fundamentals of spread spectrum signals -- 6.3 Performance analysis of CDMA systems -- 6.4 Sequence design. 7. The capacity of a CDMA system -- 7.1 Introduction -- 7.2 Analysis of a CDMA system with a fixed number of users and small SNR -- 7.3 CDMA system with a fixed number of users and high SNR -- 7.4 A tight bound on the capacity of a CDMA system. 8. Theoretical cryptography -- 8.1 Introduction -- 8.2 Cryptographic aspects of computer networks -- 8.3 Principles of cryptography -- 8.4 Information theoretical aspects of cryptography -- 8.5 Mutual information for cryptosystems. Appendix A. Probability theory -- Set theory and measure -- Basic probability theory -- Random variables -- References -- About the author -- Index. The book presents the historical evolution of Information Theory, along with the basic concepts linked to information. It discusses the information associated to a certain source and the usual types of source codes, the information transmission, joint information, conditional entropy, mutual information, and channel capacity. The hot topic of multiple access systems, for cooperative and noncooperative channels, is discussed, along with code division multiple access (CDMA), the basic block of most cellular and personal communication systems, and the capacity of a CDMA system. The information theoretical aspects of cryptography, which are important for network security, a topic intrinsically connected to computer networks and the Internet, are also presented. The book includes a review of probability theory, solved problems, illustrations, and graphics to help the reader understand the theory. English. Information theory. http://id.loc.gov/authorities/subjects/sh85066289 Coding theory. http://id.loc.gov/authorities/subjects/sh85027654 Information Theory https://id.nlm.nih.gov/mesh/D007257 Théorie de l'information. SCIENCE System Theory. bisacsh TECHNOLOGY & ENGINEERING Operations Research. bisacsh Coding theory fast Information theory fast Code division multiple access coding theory cryptography information theory multiple access systems network security has work: Information theory (Text) https://id.oclc.org/worldcat/entity/E39PCFvFVfb9p7bFtfvJwfrkKq https://id.oclc.org/worldcat/ontology/hasWork Print version: 9781606505281 Communications and signal processing collection. FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=880325 Volltext |
| spellingShingle | Alencar, Marcelo S. Information theory / Communications and signal processing collection. 1. Information theory -- 1.1 Information measurement -- 1.2 Requirements for an information metric. 2. Sources of information -- 2.1 Source coding -- 2.2 Extension of a memoryless discrete source -- 2.3 Prefix codes -- 2.4 The information unit. 3. Source coding -- 3.1 Types of source codes -- 3.2 Construction of instantaneous codes -- 3.3 Kraft inequality -- 3.4 Huffman code. 4. Information transmission -- 4.1 The concept of information theory -- 4.2 Joint information measurement -- 4.3 Conditional entropy -- 4.4 Model for a communication channel -- 4.5 Noiseless channel -- 4.6 Channel with independent output and input -- 4.7 Relations between the entropies -- 4.8 Mutual information -- 4.9 Channel capacity. 5. Multiple access systems -- 5.1 Introduction -- 5.2 The Gaussian multiple access channel -- 5.3 The Gaussian channel with Rayleigh fading -- 5.4 The noncooperative multiple access channel -- 5.5 Multiple access in a dynamic environment -- 5.6 Analysis of the capacity for a Markovian multiple access channel. 6. Code division multiple access -- 6.1 Introduction -- 6.2 Fundamentals of spread spectrum signals -- 6.3 Performance analysis of CDMA systems -- 6.4 Sequence design. 7. The capacity of a CDMA system -- 7.1 Introduction -- 7.2 Analysis of a CDMA system with a fixed number of users and small SNR -- 7.3 CDMA system with a fixed number of users and high SNR -- 7.4 A tight bound on the capacity of a CDMA system. 8. Theoretical cryptography -- 8.1 Introduction -- 8.2 Cryptographic aspects of computer networks -- 8.3 Principles of cryptography -- 8.4 Information theoretical aspects of cryptography -- 8.5 Mutual information for cryptosystems. Appendix A. Probability theory -- Set theory and measure -- Basic probability theory -- Random variables -- References -- About the author -- Index. Information theory. http://id.loc.gov/authorities/subjects/sh85066289 Coding theory. http://id.loc.gov/authorities/subjects/sh85027654 Information Theory https://id.nlm.nih.gov/mesh/D007257 Théorie de l'information. SCIENCE System Theory. bisacsh TECHNOLOGY & ENGINEERING Operations Research. bisacsh Coding theory fast Information theory fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85066289 http://id.loc.gov/authorities/subjects/sh85027654 https://id.nlm.nih.gov/mesh/D007257 |
| title | Information theory / |
| title_auth | Information theory / |
| title_exact_search | Information theory / |
| title_full | Information theory / Marcelo S. Alencar. |
| title_fullStr | Information theory / Marcelo S. Alencar. |
| title_full_unstemmed | Information theory / Marcelo S. Alencar. |
| title_short | Information theory / |
| title_sort | information theory |
| topic | Information theory. http://id.loc.gov/authorities/subjects/sh85066289 Coding theory. http://id.loc.gov/authorities/subjects/sh85027654 Information Theory https://id.nlm.nih.gov/mesh/D007257 Théorie de l'information. SCIENCE System Theory. bisacsh TECHNOLOGY & ENGINEERING Operations Research. bisacsh Coding theory fast Information theory fast |
| topic_facet | Information theory. Coding theory. Information Theory Théorie de l'information. SCIENCE System Theory. TECHNOLOGY & ENGINEERING Operations Research. Coding theory Information theory |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=880325 |
| work_keys_str_mv | AT alencarmarcelos informationtheory |