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Home > Adaptive Coding and Modulation for Ofdm System Using Fuzzy Rule Based System

Adaptive Coding and Modulation for Ofdm System Using Fuzzy Rule Based System

Thesis Info

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Author

Ur Rehman, Atta

Program

PhD

Institute

Isra University

City

Hyderabad

Province

Sindh

Country

Pakistan

Thesis Completing Year

2013

Thesis Completion Status

Completed

Subject

Electronics

Language

English

Link

http://prr.hec.gov.pk/jspui/bitstream/123456789/11973/1/Atta%20PhD%20Thesis.pdf

Added

2021-02-17 19:49:13

Modified

2024-03-24 20:25:49

ARI ID

1676727682040

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Adaptive communication is one of the hottest areas of research in telecommunication engineering. This technique is recommended for many 3rd Generation (3G) and 4th Generation (4G) communication standards like WIFI (IEEE 802.11n/b/g) and WiMAX (IEEE 802.16/e) etc. These systems are mainly Orthogonal Frequency Division Multiplexing (OFDM) based communication systems. In OFDM systems there are a number of subcarriers that may exhibit different channel state information. In adaptive communication, the transmission parameters like code rate, modulation scheme and power are adapted with respect to the channel state information at different subcarriers, so that the overall throughput of the system may be maximized while satisfying certain constraints like bit error rate and power, at the same time. In this dissertation this problem is formulated in a unique way and three approaches are proposed to solve it. In first approach, we have proposed a fuzzy rule base system (FRBS) for adapting code rate and modulation scheme according to the channel state information (CSI) and quality of service (QoS) demands at individual subcarriers, respectively. QoS represents the required target bit error rate (BER) at any subcarrier. Power distribution was considered flat for all the subcarriers. FRBS is designed by incorporating sufficient number of rules in the rule base. A large portion of these rules is obtained by analyzing different code rates and modulation schemes while remaining portion of rules is added from expert knowledge. Feed forward convolutional codes of various rates, with constraint length 3 and Quadrature Amplitude Modulation (QAM) family are used as forward error correction and modulation scheme, respectively. In second approach, FRBS in contrast to various algorithms is proposed for adaptive coding, modulation and power for OFDM systems. In this scheme, FRBS takes care of adapting code rate and modulation symbol while other algorithms are used to adapt the transmit power. These algorithms include famous Water-filling algorithm, Genetic Algorithm and Differential Evolution Algorithm. In third approach, a real time adaptive coding, modulation and power scheme is proposed using fuzzy rule base system and Gaussian Radial Basis Function Neural Network (GRBS-NN). In this technique neural network was trained offline. Once trained, GRBS-NN immediately suggests the optimum transmit power vector, by feeding in the channel state information and QoS demands from all subcarriers. FRBS is used to choose optimum modulation code pairs for all the subcarriers. The proposed schemes are compared with well known techniques in the literature for adaptive communication in OFDM systems. Simulation results show the supremacy of proposed schemes over the other.
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لوکاں اگے اڑ کے ویکھے

لوکاں اگے اڑ کے ویکھے
اکھیں سفنے جڑ کے ویکھے

جیہڑا عشق نوں من دا نئیں
ساڈا ہتھ اوہ پھڑ کے ویکھے

مکھ اوہدے دا نور وے لوکو
چن وی راتی سڑ کے ویکھے

اسیں نہیں اوہدے کولوں ڈردے
نال اساڈے لڑ کے ویکھے

عشق نے انج دی حالت کیتی
ہر اک بندہ کھڑ کے ویکھے

باہروں ہسدا ویکھن سارے
کوئی تے اندر وڑ کے ویکھے

اندلس میں مسلمانوں کے ادوار حکومت کا تحقیقی و تنقیدی جائزہ

The golden Islamic history cannot be completed without the mention of Spain which was a bright star. It became one of the great Muslim civilizations; reaching its summit with the Umayyad caliphate of the tenth century. The heartland of Muslim rule was Southern Spain or Andulus. Different eras of Muslim rule in Andulus have been described in this research with an aim to highlight their apex and glory they achieved and then a focus on the reasons of their downfall as well. A brief introduction of the rulers in all eras with their major achievements and immersion in evil habits that led to their downfall has been the prime focus of this research. It gives us various glimpses from the course of history to reflect upon Muslim rule in Spain from a new perspective.

Mutational Analysis of Begomovirus-Associated, Betasatellite-Encoded Βc1 Gene and Infectivity of Betasatellite Related Molecules

Most of the economically important viruses of the family Geminiviridae fall in the genus Begomovirus. Begomoviruses may have either monopartite or bipartite single-stranded DNA genomes and are transmitted by the whitefly Bemisia tabaci. With a single exception (Tomato leaf deformation virus), begomoviruses native to the New World (NW) are bipartite, consisting of two components known as DNA A and DNA B. In the Old World (OW) most begomoviruses are monopartite, with a single component genome that is a homolog of the DNA A of the bipartite begomoviruses. The majority of the monopartite begomoviruses are associated with single-stranded DNA satellites. Three classes of satellites have been identified, the most important of which are the betasatellites. Betasatellites are approximately half the size of their helper begomoviruses (~1350 bp) and are, in most cases, required by the begomovirus for efficient infection of host plants. The begomovirus-associated betasatellites encode a single gene product, known as βC1 that is a pathogenicity determinant, a suppressor of post-transcriptional gene silencing and may be involved in virus movement in plants. The third class of satellites consists of molecules that are approximately one quarter (~650 bp) the size of their helper begomoviruses, are non-coding and are believed to have evolved from betasatellites. Recently this type of satellite has been identified in sweetpotato plants in association with sweepoviruses (phylogenetically distinct begomoviruses that generally infect sweetpotato). This class of satellites includes the first begomovirus-associated satellite identified (known as the Tomato leaf curl virus-satellite). The study described here was designed to identify possible functional domains of the βC1 protein of the cotton leaf curl disease-associated Cotton leaf curl Multan betasatellite (CLCuMuB) and to identify amino acid sequence motifs involved in βC1 function. Additionally the aim was to examine the possible effects of non-coding satellites on the pathogenicity of their helper viruses in planta. Mutants of CLCuMuB βC1 gene were produced and cloned in a Potato virus X (PVX) expression vector for expression in plants. The expression constructs were examined for the effects of mutations of βC1 on pathogenicity and suppression of post-transcription gene silencing (PTGS) activity. The study produced site-directed mutants of the CLCuMB βC1and also included some N- and C-terminal deletion xiv mutants that were produced earlier. The results indicated that the C-terminus of βC1 is important for pathogenicity, whereas amino acid sequences towards the N-terminus have a role in PTGS. The results showed that the pathogenicity and PTGS activities of βC1 can be uncoupled, yielding a protein with suppressor activity which does not induce symptoms in plants. Suppressor proteins lacking pathogenicity are potentially useful in biopharming. The results are discussed in light of the recent findings concerning the functions and interactions of betasatellites and βC1. Constructs for the infectivity of several non-coding satellites found in sweetpotato plants were produced and examined for the ability of the satellites to be maintained by various begomoviruses and for their effects on helper virus DNA levels and symptoms induced in plants. The non-coding satellites were trans-replicated and maintained by SPLCLaV and two heterologous begomoviruses (Tomato yellow leaf curl virus and Tomato yellow leaf curl Sardinia virus), in a number of plant species. The satellites strongly affected the levels of accumulation of the heterologous viruses in N. benthamiana and tomato. One of the non-coding satellites was also shown to be transmissible by the Mediterranean species of the B. tabaci complex. Furthermore, in common with the beta- and alphasatellites, the non-coding satellites were shown to modulate the symptom severity of their helper begomoviruses, including SPLCLaV. The described study was conducted with the aim of a better understanding of satellite molecules associated with begomoviruses. A more in-depth understanding of the functions and interactions of satellites may allow better control methods to be designed. The results are discussed with this aim in mind.