| 000 | 02383nam a22003738i 4500 | ||
|---|---|---|---|
| 001 | CR9781316408032 | ||
| 003 | UkCbUP | ||
| 005 | 20240730160757.0 | ||
| 006 | m|||||o||d|||||||| | ||
| 007 | cr|||||||||||| | ||
| 008 | 150310s2017||||enk o ||1 0|eng|d | ||
| 020 | _a9781316408032 (ebook) | ||
| 020 | _z9781107124387 (hardback) | ||
| 040 |
_aUkCbUP _beng _erda _cUkCbUP |
||
| 050 | 0 | 0 |
_aQA76.9.B45 _bH356 2017 |
| 082 | 0 | 0 |
_a005.7 _223 |
| 100 | 1 |
_aHan, Zhu, _d1974- _eauthor. _974651 |
|
| 245 | 1 | 0 |
_aSignal processing and networking for big data applications / _cZhu Han, University of Houston, Mingyi Hong, Iowa State University, Dan Wang, the Hong Kong Polytechnic University. |
| 264 | 1 |
_aCambridge : _bCambridge University Press, _c2017. |
|
| 300 |
_a1 online resource (xii, 362 pages) : _bdigital, PDF file(s). |
||
| 336 |
_atext _btxt _2rdacontent |
||
| 337 |
_acomputer _bc _2rdamedia |
||
| 338 |
_aonline resource _bcr _2rdacarrier |
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| 500 | _aTitle from publisher's bibliographic system (viewed on 25 May 2017). | ||
| 520 | _aThis unique text helps make sense of big data in engineering applications using tools and techniques from signal processing. It presents fundamental signal processing theories and software implementations, reviews current research trends and challenges, and describes the techniques used for analysis, design and optimization. Readers will learn about key theoretical issues such as data modelling and representation, scalable and low-complexity information processing and optimization, tensor and sublinear algorithms, and deep learning and software architecture, and their application to a wide range of engineering scenarios. Applications discussed in detail include wireless networking, smart grid systems, and sensor networks and cloud computing. This is the ideal text for researchers and practising engineers wanting to solve practical problems involving large amounts of data, and for students looking to grasp the fundamentals of big data analytics. | ||
| 650 | 0 |
_aBig data. _94174 |
|
| 650 | 0 |
_aWireless communication systems _xMathematics. _974652 |
|
| 650 | 0 |
_aSignal processing _xMathematics. _93827 |
|
| 700 | 1 |
_aHong, Mingyi, _eauthor. _974653 |
|
| 700 | 1 |
_aWang, Dan _c(Professor of computing), _eauthor. _974654 |
|
| 776 | 0 | 8 |
_iPrint version: _z9781107124387 |
| 856 | 4 | 0 | _uhttps://doi.org/10.1017/9781316408032 |
| 942 | _cEBK | ||
| 999 |
_c84198 _d84198 |
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