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Algorithm/architecture co-design for...

Zhang, Ning.

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Algorithm/architecture co-design for wireless communications systems.

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Algorithm/architecture co-design for wireless communications systems./
Author:	Zhang, Ning.
Description:	234 p.
Notes:	Chair: Robert W. Brodersen.
Contained By:	Dissertation Abstracts International63-03B.
Subject:	Engineering, Electronics and Electrical. -
Online resource:	http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=3044754
ISBN:	0493586539

Algorithm/architecture co-design for wireless communications systems.
Zhang, Ning.

Algorithm/architecture co-design for wireless communications systems. - 234 p.

Chair: Robert W. Brodersen.

Thesis (Ph.D.)--University of California, Berkeley, 2001.

Wireless connectivity is playing an increasingly significant role in communication systems. Advanced communication algorithms have been developed to combat multi-path and multi-user interference, as well as to achieve increased capacity and better spectral efficiency. To meet the needs of performance with low energy consumption requires not only the use of most advanced integrated circuit technology, but architecture and circuit design techniques which have the highest possible energy and area efficiencies. This requires the design rely on the integration of algorithm development and architecture choice that exploits the full potential of theoretical communications results and advanced CMOS technology. Unfortunately, the lack of such a unified design methodology currently prevents the exploration of various realizations over a broad range of algorithmic and architectural options.

ISBN: 0493586539Subjects--Topical Terms:

626636
Engineering, Electronics and Electrical.

Algorithm/architecture co-design for wireless communications systems.
LDR:03927nam 2200301 a 45 001 932311
005 20110505
008 110505s2001 eng d
020 $a 0493586539
035 $a (UnM)AAI3044754
035 $a AAI3044754
040 $a UnM $c UnM
100 1 $a Zhang, Ning. $3 1035476
245 1 0 $a Algorithm/architecture co-design for wireless communications systems.
300 $a 234 p.
500 $a Chair: Robert W. Brodersen.
500 $a Source: Dissertation Abstracts International, Volume: 63-03, Section: B, page: 1504.
502 $a Thesis (Ph.D.)--University of California, Berkeley, 2001.
520 $a Wireless connectivity is playing an increasingly significant role in communication systems. Advanced communication algorithms have been developed to combat multi-path and multi-user interference, as well as to achieve increased capacity and better spectral efficiency. To meet the needs of performance with low energy consumption requires not only the use of most advanced integrated circuit technology, but architecture and circuit design techniques which have the highest possible energy and area efficiencies. This requires the design rely on the integration of algorithm development and architecture choice that exploits the full potential of theoretical communications results and advanced CMOS technology. Unfortunately, the lack of such a unified design methodology currently prevents the exploration of various realizations over a broad range of algorithmic and architectural options.
520 $a These strategies were employed to study the algorithms and architectures for the implementation of digital signal processing systems, which exploit the interactions between the two to derive energy and cost efficient solutions of high-performance wireless digital receivers. First, a front-end design methodology is developed to facilitate algorithm/architecture exploration of dedicated hardware implementation. The proposed methodology provides efficient and effective feedback between algorithm and architecture design. High-level implementation estimation and evaluation is used to assist systematic architecture explorations.
520 $a Second, multiple orders of magnitude improvement in both energy and area (cost) efficiency can be obtained by using dedicated hardwired and highly parallel architectures (achieving 1000 MOPS/mW and 1000 MOPS/mm<super>2</super>) compared to running software on digital signal processors. These significant differences are studied and analyzed to gain insight into an energy and area efficient design approach that best exploits the underlying state-of-the-art CMOS technology. In addition, by combining the system design, which identifies a constrained set of flexible parameters, and an architectural implementation, which exploits the algorithm's structure, it is demonstrated in this thesis that efficiency and flexibility can be both achieved, which otherwise would be a fundamental trade-off.
520 $a Third, the advantages of bringing together system and algorithm design, architecture design, and implementation technology are demonstrated by example designs of wireless communications systems at both block level and system level: multi-user detection for CDMA system, multi-antenna signal processing, OFDM system, and multi-carrier multi-antenna system. Design examples all show that optimized architecture through the co-design offers 2–3 orders of magnitude higher computation density than can be achieved by other common DSP solutions: software processors, FPGA's or reconfigurable data-paths, at the same time, providing 2 to 3 orders of magnitude savings in energy consumption.
590 $a School code: 0028.
650 4 $a Engineering, Electronics and Electrical. $3 626636
690 $a 0544
710 2 0 $a University of California, Berkeley. $3 687832
773 0 $t Dissertation Abstracts International $g 63-03B.
790 $a 0028
790 1 0 $a Brodersen, Robert W., $e advisor
791 $a Ph.D.
792 $a 2001
856 4 0 $u http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=3044754