Abstract/Details

A simplified approach to multi-carrier modulation


2010 2010

Other formats: Order a copy

Abstract (summary)

There is a significant demand for a decrease in the size, weight and power (SWaP) associated with wireless systems. In recent years, multiple-input, multiple-output (MIMO) wireless systems have received considerable attention due to the high data rates they provide. Orthogonal frequency division multiplexing (OFDM), a digital multi-carrier modulation technique, is well suited to be used in MIMO systems as it provides the ability to operate in frequency-selective channel environments. When OFDM is combined with the capacity increase provided by MIMO systems, the result is a very successful communication system. In this research, a reduced-complexity MIMO OFDM system is advanced. The proposed system is multiplier-less and thus requires a simpler digital hardware implementation. As a result, the chip area, power consumption and cost associated with the MIMO OFDM system can be significantly reduced.

The reduction in complexity is obtained via modification to conventional Fast Fourier Transform (FFT) and Inverse Fast Fourier Transform (IFFT) algorithms necessary to implement OFDM multi-carrier modulation. System computational complexity is reduced by quantizing what are known as “twiddle factors” in traditional FFT algorithms such as the Radix-2 and Radix-4. The quantization allows for all multiplications to be done with a value of one, negative one, zero or a power of two. Ensuring that all multiplications are performed with any of the aforementioned values results in a transform where all multiplications are considered trivial. Replacing standard multiplications with trivial multiplications significantly reduces system computational complexity. As an example, the complexity associated with the implementation of the rounded FFT as compared to a conventional Radix-4 FFT is reduced by 47% when numerical values are represented with 16 bits. Depending on the application, different quantization levels can be utilized in order to obtain the necessary performance characteristics. As the number of quantization levels grows, the system capability increasingly approaches the performance of a system that uses the conventional transforms. When applied to MIMO OFDM systems, the computational savings are significant as the combination of the IFFT and FFT algorithms are implemented for every spatial stream (i.e. antenna). As such, the simplified approach provides a system that is a lower-cost, practical alternative to the MIMO OFDM systems used today.

Indexing (details)


Subject
Electrical engineering
Classification
0544: Electrical engineering
Identifier / keyword
Applied sciences; Computational complexity; FFT; MIMO; OFDM; Radix-4; Wireless communications
Title
A simplified approach to multi-carrier modulation
Author
Marcum, Andrew C.
Number of pages
98
Publication year
2010
Degree date
2010
School code
0183
Source
MAI 49/01M, Masters Abstracts International
Place of publication
Ann Arbor
Country of publication
United States
ISBN
9781124161280
Advisor
Walter, Steven
Committee member
Cooklev, Todor; Grove, Timothy; Pomalaza-Raez, Carlos
University/institution
Purdue University
Department
Electrical and Computer Engineering
University location
United States -- Indiana
Degree
M.S.E.
Source type
Dissertations & Theses
Language
English
Document type
Dissertation/Thesis
Dissertation/thesis number
1479918
ProQuest document ID
750045508
Copyright
Database copyright ProQuest LLC; ProQuest does not claim copyright in the individual underlying works.
Document URL
http://search.proquest.com/docview/750045508
Access the complete full text

You can get the full text of this document if it is part of your institution's ProQuest subscription.

Try one of the following:

  • Connect to ProQuest through your library network and search for the document from there.
  • Request the document from your library.
  • Go to the ProQuest login page and enter a ProQuest or My Research username / password.