Theses and Dissertations

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  • ItemOpen Access
    Physical layer network coding in relay assisted OFDM based wireless networks
    (Dhirubhai Ambani Institute of Information and Communication Technology, 2016) Baghel, Sonal; Pillutla, Laxminarayana S.
    Relays have the potential to support transmissions over long distance ranges, much more

    than what can be accomplished by relay-less wireless networks. The concept of network coding

    (NC) that was originally conceived for wired networks can also be used for efficient

    communication in wireless networks, owing to the ubiquitous nature of wireless transmissions.

    Earlier, NC was applied only to the higher layers of protocol stack. Only recently researchers

    have started exploring network coding at physical (PHY) layer in which, instead of bits, signals

    are combined. In literature, PHY layer NC is also referred as symbol level network coding. In

    this thesis, we considered performance evaluation of PHY layer NC scheme in OFDM based

    relay assisted wireless networks. Specifically, we conducted simulation study by implementing a

    canonical scenario consisting of three nodes, of which two of them constitute source and sink

    nodes and one of them would act as a relay. The OFDM based PHY layer that we used is similar

    to the one that is used in IEEE 802.11a standard. The relay node uses the popular decode and

    forward joint modulation (DF-JM) technique, which as the name implies decode and forward

    mechanism combined with joint encoding of data received from both the nodes. The

    performance of DF-JM has been compared with the conventional decode and forward (DF)

    technique. Our simulation results suggest that DF-JM based PHY layer NC outperforms the

    conventional DF scheme across different scenarios of interest. We also considered the

    performance of DF-JM scheme with relay selection and power allocation. Our simulation results

    suggest that an equal power allocation among various relays gives better throughput values as

    against that of the scheme where relay selection is combined with optimal power allocation. This

    behaviour is contrary to what was observed in a related work where simple analog relays were

    considered. The relatively better performance of the equal power allocation based DF-JM

    scheme can be attributed largely to the less number of transmission slots that a DF-JM based

    scheme would require, along with the diversity advantage of having all the relays transmit.

  • ItemOpen Access
    Application of compressive sensing to tow-way relay channel estimation
    (Dhirubhai Ambani Institute of Information and Communication Technology, 2012) Nair, Rahit R.; Chakka, Vijaykumar
    An Amplify and Forward Two-Way Relay Network is one where two nodes transmit data to each other via an intermediate relay. The relay amplifies the superimposed data from both the nodes before sending it to both the nodes. A method for the estimation of channel is proposed for Amplify and Forward Two-Way Relay Network (AF-TWRN). The proposed method utilizes the fact that the channel in the case of AF-TWRN shows sparse characteristic. The sparse multipath channel is estimated in the case of AF-TWRN using compressive sensing (CS) reconstruction algorithm, namely Iterative Hard Thresholding (IHT). MSE based performance of these methods in estimating the composite AF-TWRN channel was calculated and compared to that using Compressive Sampling Matching Pursuit (CoSaMP) and Orthogonal Matching Pursuit (OMP). IHT and CoSaMP are seen to perform slightly better than OMP with lesser computational complexity than OMP. It was also shown that all three CS based estimation methods perform better than the traditional Least Squares (LS) method in the estimation of Sparse AF-TWRN channel. A low complexity detection strategy was proposed