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Channel estimation for SISO and MIMO OFDM communications systems.January 2010 (has links)
Telecommunications in the current information age is increasingly relying on the wireless link. This is because wireless communication has made possible a variety of services ranging from voice to data and now to multimedia. Consequently, demand for new wireless capacity is growing rapidly at a very alarming rate. In a bid to cope with challenges of increasing demand for higher data rate, better quality of service, and higher network capacity, there is a migration from Single Input Single Output (SISO) antenna technology to a more promising Multiple Input Multiple Output (MIMO) antenna technology. On the other hand, Orthogonal Frequency Division Multiplexing (OFDM) technique has emerged as a very popular multi-carrier modulation technique to combat the problems associated with physical properties of the wireless channels such as multipath fading, dispersion, and interference. The combination of MIMO technology with OFDM techniques, known as MIMO-OFDM Systems, is considered as a promising solution to enhance the data rate of future broadband wireless communication Systems. This thesis addresses a major area of challenge to both SISO-OFDM and MIMO-OFDM Systems; estimation of accurate channel state information (CSI) in order to make possible coherent detection of the transmitted signal at the receiver end of the system. Hence, the first novel contribution of this thesis is the development of a low complexity adaptive algorithm that is robust against both slow and fast fading channel scenarios, in comparison with other algorithms employed in literature, to implement soft iterative channel estimator for turbo equalizer-based receiver for single antenna communication Systems. Subsequently, a Fast Data Projection Method (FDPM) subspace tracking algorithm is adapted to derive Channel Impulse Response Estimator for implementation of Decision Directed Channel Estimation (DDCE) for Single Input Single Output - Orthogonal Frequency Division Multiplexing (SISO-OFDM) Systems. This is implemented in the context of a more realistic Fractionally Spaced-Channel Impulse Response (FS-CIR) channel model, as against the channel characterized by a Sample Spaced-Channel Impulse Response (SS)-CIR widely assumed by other authors. In addition, a fast convergence Variable Step Size Normalized Least Mean Square (VSSNLMS)-based predictor, with low computational complexity in comparison with others in literatures, is derived for the implementation of the CIR predictor module of the DDCE scheme. A novel iterative receiver structure for the FDPM-based Decision Directed Channel Estimation scheme is also designed for SISO-OFDM Systems. The iterative idea is based on Turbo iterative principle. It is shown that improvement in the performance can be achieved with the iterative DDCE scheme for OFDM system in comparison with the non iterative scheme. Lastly, an iterative receiver structure for FDPM-based DDCE scheme earlier designed for SISO OFDM is extended to MIMO-OFDM Systems. In addition, Variable Step Size Normalized Least Mean Square (VSSNLMS)-based channel transfer function estimator is derived in the context of MIMO Channel for the implementation of the CTF estimator module of the iterative Decision Directed Channel Estimation scheme for MIMO-OFDM Systems in place of linear minimum mean square error (MMSE) criterion. The VSSNLMS-based channel transfer function estimator is found to show improved MSE performance of about -4 MSE (dB) at SNR of 5dB in comparison with linear MMSE-based channel transfer function estimator. / Thesis (Ph.D.)-University of KwaZulu-Natal, Durban, 2010.
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Cooperative diversity techniques for future wireless communications systems.Moualeu, Jules Merlin Mouatcho. January 2013 (has links)
Multiple-input multiple-output (MIMO) systems have been extensively studied in the past
decade. The attractiveness of MIMO systems is due to the fact that they drastically reduce
the deleterious e ects of multipath fading leading to high system capacity and low error rates.
In situations where wireless devices are restrained by their size and hardware complexity, such
as mobile phones, transmit diversity is not achievable. A new paradigm called cooperative
communication is a viable solution. In a cooperative scenario, a single-antenna device is
assisted by another single-antenna device to relay its message to the destination or base
station. This creates a virtual multiple-input multiple-output (MIMO) system.
There exist two cooperative strategies: amplify-and-forward (AF) and decode-and-forward
(DF). In the former, the relay ampli es the noisy signal received from the source before forwarding
it to the destination. No form of demodulation is required. In the latter, the relay
rst decodes the source signal before transmitting an estimate to the destination. In this
work, focus is on the DF method. A drawback of an uncoded DF cooperative strategy is
error propagation at the relay. To avoid error propagation in DF, various relay selection
schemes can be used. Coded cooperation can also be used to avoid error propagation at
the relay. Various error correcting codes such as convolutional codes or turbo codes can
be used in a cooperative scenario. The rst part of this work studies a variation of the
turbo codes in cooperative diversity, that further reduces error propagation at the relay,
hence lowering the end-to-end error rate. The union bounds on the bit-error rate (BER) of
the proposed scheme are derived using the pairwise error probability via the transfer bounds
and limit-before-average techniques. In addition, the outage analysis of the proposed scheme
is presented. Simulation results of the bit error and outage probabilities are presented to
corroborate the analytical work. In the case of outage probability, the computer simulation
results are in good agreement with the the analytical framework presented in this chapter.
Recently, most studies have focused on cross-layer design of cooperative diversity at the
physical layer and truncated automatic-repeat request (ARQ) at the data-link layer using the
system throughput as the performance metric. Various throughput optimization strategies
have been investigated. In this work, a cross-relay selection approach that maximizes the
system throughput is presented. The cooperative network is comprised of a set of relays and
the reliable relay(s) that maximize the throughput at the data-link layer are selected to assist
the source. It can be shown through simulation that this novel scheme outperforms from
a throughput point of view, a system throughput where the all the reliable relays always
participate in forwarding the source packet.
A power optimization of the best relay uncoded DF cooperative diversity is investigated.
This optimization aims at maximizing the system throughput. Because of the non-concavity
and non-convexity of the throughput expression, it is intractable to derive a closed-form
expression of the optimal power through the system throughput. However, this can be done
via the symbol-error rate (SER) optimization, since it is shown that minimizing the SER of
the cooperative system is equivalent to maximizing the system throughput. The SER of the
retransmission scheme at high signal-to-noise ratio (SNR) was obtained and it was noted that
the derived SER is in perfect agreement with the simulated SER at high SNR. Moreover, the
optimal power allocation obtained under a general optimization problem, yields a throughput
performance that is superior to non-optimized power values from moderate to high SNRs.
The last part of the work considers the throughput maximization of the multi-relay adaptive
DF over independent and non-identically distributed (i.n.i.d.) Rayleigh fading channels,
that integrates ARQ at the link layer. The aim of this chapter is to maximize the system
throughput via power optimization and it is shown that this can be done by minimizing the
SER of the retransmission. Firstly, the closed-form expressions for the exact SER of the
multi-relay adaptive DF are derived as well as their corresponding asymptotic bounds. Results
showed that the optimal power distribution yields maximum throughput. Furthermore,
the power allocated at a relay is greatly dependent of its location relative to the source and
destination. / Thesis (Ph.D.)-University of KwaZulu-Natal, Durban, 2013.
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Packet scheduling in satellite HSDPA networks.Aiyetoro, Gbolahan Rilwan. January 2010 (has links)
The continuous growth in wireless networks is not showing any sign of slowing down as new services, new technologies and new mobile users continue to emerge. Satellite networks are expected to complement the terrestrial network and be a valid option to provide broadband communications services to both fixed and mobile users in scenarios where terrestrial networks cannot be used due to technical and economical viability. In the current emerging satellite networks, where different users with varying traffic demands ranging from multimedia, voice to data and with limited capacity, Radio Resource Management (RRM) is considered as one of the most significant and challenging aspect needed to provide acceptable quality of service that will meet the requirements of the different mobile users. This dissertation considers Packet Scheduling in the Satellite High Speed Downlink Packet Access (S-HSDPA) network. The main focus of this dissertation is to propose a new cross-layer designed packet scheduling scheme, which is one of the functions of RRM, called Queue Aware Channel Based (QACB) Scheduler. The proposed scheduler, which, attempts to sustain the quality of service requirements of different traffic requests, improves the system performance compared to the existing schedulers. The performance analysis comparison of the throughput, delay and fairness is determined through simulations. These metrics have been chosen they are three major performance indices used in wireless communications. Due to long propagation delay in HSDPA via GEO satellite, there is misalignment between the instantaneous channel condition of the mobile user and the one reported to the base station (Node B) in S-HSDPA. This affects effectiveness of the channel based packet schedulers and leads to either under utilization of resource or loss of packets. Hence, this dissertation investigates the effect of the introduction of a Signal-to-Noise (SNR) Margin which is used to mitigate the effect of the long propagation delay on performance of S-HSDPA, and the appropriate SNR margin to be used to achieve the best performance is determined. This is determined using both a semi-analytical and a simulation approach. The results show that the SNR margin of 1.5 dB produces the best performance.
Finally, the dissertation investigates the effect of the different Radio Link Control (RLC) Transmission modes which are Acknowledged Mode (AM) and Unacknowledged Mode (UM) as it affects different traffic types and schedulers in S-HSDPA. Proportional fair (PF) scheduler and our proposed, QACB, scheduler have been considered as the schedulers for this investigation. The results show that traffic types are sensitive to the transmitting RLC modes and that the QACB scheduler provides better performance compared to PF scheduler in the two RLC modes considered. / Thesis (M.Sc.Eng.)-University of KwaZulu-Natal, Durban, 2010.
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Cross layer hybrid ARQ2 : cooperative diversity.January 2008 (has links)
Cooperative communication allows for single users in multi user wireless network to share
their antennas and achieve virtual antenna transmitters, which leads to transmit diversity.
Coded Cooperation introduced channel coding into cooperative diversity over traditional
pioneer cooperative diversity methods which were based on a user repeating its partner's
transmitted signals in a multi-path fading channel environment in order to improve Bit Error
Rate (BER) performance..
In this dissertation the Coded Cooperation is simulated and the analytical bounds are
evaluated in order to understand basic cooperation principles. This is done using Rate
Compatible Punctured Convolutional Codes (RCPC). Based on the understanding of these
principles a new protocol called Cross Layer Hybrid Automatic Repeat reQuest (ARQ) 2
Cooperative Diversity is developed to allow for improvements in BER and throughput.
In Cross Layer Hybrid ARQ 2 Cooperation, Hybrid ARQ 2 (at the data-link layer) is
combined with cooperative diversity (at the physical layer), in a cross layer design manner, to
improve the BER and throughput based on feedback from the base station on the user's initial
transmissions. This is done using RCPC codes which partitions a full rate code into sub code
words that are transmitted as incremental packets in an effort to only transmit as much parity
as is required by the base station for correct decoding of a user's information bits. This allows
for cooperation to occur only when it is necessary unlike with the conventional Coded
Cooperation, where bandwidth is wasted cooperating when the base station has already
decoded a user's information bits.
The performance of Cross Layer Hybrid ARQ 2 Cooperation is quantised by BER and
throughput. BER bounds of Cross Layer Hybrid ARQ 2 Cooperation are derived based on the
Pairwise Error Probability (PEP) of the uplink channels as well as the different inter-user and
base station Cyclic Redundancy Check (CRC) states. The BER is also simulated and
confirmed using the derived bound. The throughput of this new scheme is also simulated and
confirmed via analytical throughput bounds. This scheme maintains BER and throughput
gains over the conventional Coded Cooperation even under the worst inter-user channel
conditions. / Thesis (M.Sc.Eng.)-University of KwaZulu-Natal, Durban, 2008.
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Performance analysis and enhancement schemes for spatial modulation.Naidoo, Nigel Reece. January 2010 (has links)
Multiple-input multiple-output (MIMO) technology has emerged as a popular technique for enhancing the reliability and capacity of wireless communication systems. In this dissertation, we analyze the spatial modulation (SM) MIMO technique and investigate possible extensions to this scheme. To date, there has been no literature reporting on the theoretical performance of M-ary quadrature amplitude modulation (M-QAM) SM with maximum likelihood (ML) based detection. The first objective of this dissertation is to present an asymptotic bound to
quantify the average bit error rate (BER) of M-QAM SM with ML detection over independent and identically distributed (i.i.d) Rayleigh flat fading channels. The analytical frameworks are validated by Monte Carlo simulation results, which show the derived bounds to be tight for high signal-to-noise ratio (SNR) values. The ML based SM detector is optimal, since it offers the best detection performance. However, this technique is not practical due to its high computational complexity. The second objective of this dissertation is to introduce a novel SM detection scheme, termed
multiple-stage (MS) detection. Performance and complexity comparisons with existing SM detectors show two main benefits of MS detection: near optimal BER performance and up to a 35% reduction in receiver complexity as compared to the ML based detector. Conventional SM schemes are unable to exploit the transmit diversity gains provided by the MIMO channel. The third objective of this dissertation is to propose Alamouti coded spatial modulation (ACSM), a novel SM based scheme with transmit diversity. The ACSM technique combines SM with Alamouti space-time block coding (STBC), thereby improving the diversity aspect and overall system performance of conventional SM. A closed form expression for the average BER of real constellation ACSM over i.i.d Rayleigh flat fading channels is derived and Monte Carlo simulations are used to verify the accuracy of this
analytical expression. The BER performance of ACSM is compared to that of SM and Alamouti STBC. Simulation results show that the new scheme outperforms SM and Alamouti STBC by approximately 5.5 dB and 1.5 dB respectively, albeit at the cost of increased receiver complexity. / Thesis (M.Sc.Eng.)-University of KwaZulu-Natal, Durban, 2010.
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Performance of turbo-coded DS-CDMA systems in fading and burst channels.Nkouatchah, Telex Magloire Ngatched. January 2001 (has links)
Turbo codes are a class of forward error correction (FEC) codes that offer energy
efficiencies close to the limits predicted by information theory. The features of turbo
codes include parallel code concatenation, recursive convolutional encoding, nonuniform
interleaving, and an associated iterative decoding algorithm. The excellent performance
of turbo codes explains why much of the current research is focused on applying turbo
codes to different systems.
This dissertation first outlines a new simple criterion for stopping the iterative process of
the turbo decoder for each individual frame immediately after the bits are correctly
estimated and thus prevents unnecessary computations and decoding delay.
The dissertation then considers the performance of turbo coded DS-CDMA systems. The
performance analysis begins with simulation results for turbo coded DS-CDMA over a
multi-path Rayleigh fading channel. The channel is then modeled using the Gilbert-Elliott
channel model and analytical expressions for the performance of the system are derived.
The influence of various parameters such as the Doppler frequency, the signal-to-noise
ratio threshold on the system performance are analyzed and investigated. / Thesis (M.Sc.Eng)-University of Natal, Durban, 2001.
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Physical layer forward error correcetion in DVB-S2 networks.Naidoo, Theran. January 2012 (has links)
The rapid growth of wireless systems has shown little sign of ceasing, due to increased
consumer demand for reliable interactive services. A key component of the development has
centered on satellite networks, which allows provision of services in scenarios where terrestrial
systems are not viable. The Digital Video Broadcasting-Satellite Second Generation (DVB-S2)
standard was developed for use in satellite broadcast applications, the foremost being video
broadcasting. Inherent to DVB-S2 is a powerful forward error correction (FEC) module, present
in both the Physical and Data Link Layer. Improving the error correcting capability of the FEC
is a natural advent in improving the quality of service of the protocol. This is more crucial in
real time satellite video broadcast where retransmission of data is not viable, due to high
latency.
The Physical Layer error correcting capability is implemented in the form of a concatenated
BCH-LDPC code. The DVB-S2 standard does not define the decoding structure for the receiver
system however many powerful decoding systems have been presented in the literature; the
Belief Propagation-Chase concatenated decoder being chief amongst them. The decoder utilizes
the concept of soft information transfer between the Chase and Belief Propagation (BP)
decoders to provide improved error correcting capability above that of the component decoders.
The following dissertation is motivated by the physical layer (PL) FEC scheme, focused on the
concatenated Chase-BP decoder. The aim is to generate results based on the BP-Chase decoder
in a satellite channel as well as improve the error correcting capability.
The BP-Chase decoder has shown to be very powerful however the current literature provides
performance results only in AWGN channels. The AWGN channel however is not an accurate
representation of a land-mobile satellite (LMS) channel; it does not consider the effect of
shadowing, which is prevalent in satellite systems. The development of Markov chain models
have allowed for better description of the characteristics of the LMS channel. The outcome
being the selection of a Ku band LMS channel model. The selected LMS channel model is
composed of 3 states, each generating a different degree of shadowing. The PL system has been
simulated using the LMS channel and BP-Chase receiver to provide a more accurate
representation of performance of a DVB-S2 network. The effect of shadowing has shown to
reduce coding performance by approximately 4dB, measured over several code lengths and
decoders, when compared with AWGN performance results.
The second body of work aims to improve the error correcting capability of the BP-Chase
decoder, concentrating on improving the LDPC decoding module performance. The LDPC
system is the basis for the powerful error correcting ability of the concatenated scheme. In
attempting to improve the LDPC decoder a reciprocal improvement is expected in the overall
decoding performance of the concatenated decoder. There have been several schemes presented
which improve BP performance. The BP-Ordered statistics decoder (OSD) was selected
through a process of literary review; a novel decoding structure is presented incorporating the
BP-OSD decoder into the BP-Chase structure. The result of which is the BP-OSD-Chase
decoder. The decoder contains two stages of concatenation; the first stage implements the BPOSD
algorithm which decodes the LDPC code and the second stage decodes the BCH code
using the Chase algorithm. Simulation results of the novel decoder implementation in the DVBS2
PL show a coding gain of 0.45dB and 0.15dB versus the BP and BP-Chase decoders
respectively, across both the AWGN and LMS channel. / Thesis (M.Sc.Eng.)-University of KwaZulu-Natal, Durban, 2012.
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Field effect transistor noise model analysis and low noise amplifier design for wireless data communicationsYoo, Seungyup 12 1900 (has links)
No description available.
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Medium access control protocols for next generation wireless networksWang, Xudong 05 1900 (has links)
No description available.
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Medium access control for ad hoc networks with switched-beam antennasSundaresan, Karthikeyan 05 1900 (has links)
No description available.
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