Design and Implementation of Modulation and Detection Strategies for Spatial Modulation MIMO Systems
Date
2018
Authors
G.D., Goutham Simha
Journal Title
Journal ISSN
Volume Title
Publisher
National Institute of Technology Karnataka, Surathkal
Abstract
It is well known that MIMO communication systems possess higher spectral efficiency when compared with SISO systems. A novel MIMO technique that tried to
combine the advantages of multiple antenna communication while simultaneously conserving energy was proposed by Mesleh [Mesleh et al. (2008)]. This technique uses
only one active antenna out of the available multiple antennas to communicate information. The advantage of this scheme is that the active antenna index is also used
to communicate information and only a single RF chain is required at the transmitter.
Since certain symbols are conveyed by means of the antenna index, they need not be
physically radiated. This has the effect of increasing spectral efficiency while reducing
the power consumed by the transmitting circuits.
A study of relevant litreature shows that the performance of all SM schemes deteriorate under Spatially Correlated (SC) fading channel conditions. To combat the
impact of SC, Trellis Coded Spatial Modulation (TCSM) was introduced by [Mesleh
et al. (2010)]. In TCSM, the impact of correlation on the performance of SM is reduced by segregating antennas into subsets. This offers maximum spatial separation
between the antennas within the same set, though a minimum of four transmit antennas are needed to make the subsets. In this thesis, we have developed and synthesized
modulation schemes which are capable of delivering good BER performance under uncorrelated as well as correlated channel conditions. Our primary concern is on practical
hand held devices which exhibit spatial correlation quite often. We have designed a
scheme called Redesigned Spatial Modulation (ReSM) which can be employed under
spatially correlated channel conditions (Chapter-3). This scheme exhibits significant
advantage over TCSM and other SM schemes in terms of ABER performance improvement. An experimental setup was established in order to realize the working of the proposed ReSM scheme for indoor environment and a comparative study over SM scheme
was performed. The observed results clearly indicate the superiority of ReSM over SM
ischemes.
In the next chapter (Chapter-4), we have attempted to design SM schemes with an
underlying Space Time Block Code (STBC). This is motivated by the desire to further
improve the integrity of information transfer. A study of relevant literature lead us to
explore the class of codes bearing good rank distance properties. We converged on
the class of n-length cyclic codes over GF(qm) which have good rank distance properties. We have synthesized several Non Orthogonal Space Time Block Codes for MIMO
systems. These schemes ahieve high rate, are spectrally efficient and can serve as alternatives to traditional STBC schemes. The improvement achieved in terms of ABER by
the use of these Non Orthogonal STBCs is explored in Chapter-4.
In the following chapters, different aspects of varied Spatial Modulation schemes
have been explored. The BER performance of various SM schemes in the presence and
absence of channel state information in MIMO environments for various fading channels has been determined. We have employed a high rate spectrally efficient modulation
scheme, designated as Double Spatial Modulation (DSM) which yields a performance
that is superior to all known variants of SM under these conditions. The performance of
DSM under conditions of non-uniform phase distribution which is associated with several real world channel scenarios (Nakagami-m) have been simulated and synthesized
in Chapter-5.
In Chapter-6, we have synthesized SM schemes which preseve spectral efficiency
while being compatible with the requirements of LTE-Advanced and 5G systems employing MIMO architecture with single and Multistream configurations. This is achieved
through the use of non-uniform constellations derived from multiplicative groups of
Gaussian and Eisenstein integers.
In the last part of our work, the advantages of a Multistream Spatial Modulation
(MSM) scheme has been explored. The simulation results show that, MSM scheme
can yield impressive SNR gains in all possible uncorrelated fading environments. This
encouraged us to formulate, a new design employing MSM under conditions of high
spatial correlation. The observed results reveal that the proposed Multistream Spatial
Modulation scheme yields performance improvement of the order ∼ 2.5 dB over all
iiconventional Multistream SM schemes in SC channels.
In summary, the focus of the thesis has been on the design of uncoded and codes SM
schemes which have high spectral efficiency, moderate decoding complexity and BER
performance that is superior to known SM constructions, over various channel fading
models in the presence and absence of Channel State Information. Further, the SM systems designed and described in the thesis have employed the notions of non-uniform
constellation design and the effect of Multistream configurations. Every design was
formulated keeping in mind the adaptation to the latest communication setup and standards. We have also proposed certain extensions to this body of work which can bring
about further improvements to the integrity of information transfer while conserving
resources such as spectrum and energy.
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Department of Electronics and Communication Engineering