Hybrid Recommendation Model With Nearest Neighbor Classification Based Collaborative Approach
The e-commerce product ranking models are designed to handle the very large volumes of the data involved in the database. Formally, the multifactor ranking models are incorporated over the online portals, which are capable of producing the multivariate lists. The product lists are prepared on the basis of various features, which include the popularity, accessibility and trust based factors which are associated with the e-commerce products for the realization of the content-based filtering over the e-commerce portals. In this paper, the multivariate and multifactor ranking algorithm has been proposed in order to solve the problems related to the low entropy, duplication and unbalanced feature analysis. The proposed model design is entirely based upon the popularity, visitor density, number of customers and security analysis based factors of the e-commerce pages containing the product lists. The multifactor values are organized in the different columns containing the different kinds of information, which are converted to the normalized and compatible values to create the data uniformity. The proposed model offers the collaborative index based product ranking model over the dense e-commerce databases. The proposed model has been designed to use the collaborative filtering based upon the k-nearest neighbor algorithm. The proposed model has been undergone the various experiments for the performance evaluation based upon the time complexity, resource utilization and other similar factors.
Published by: Ramandeep Sharma, Samarth Kapoor
Author: Ramandeep Sharma
Paper ID: V3I3-1238
Paper Status: published
Published: May 15, 2017
Design and Implementation of Fir Filter Using Retiming Technique
Finite Impulse Response (FIR) Filter can be designed by provision of specifications which are for a particular application requirement. An efficient FIR filter is designed using register reduction retiming technique. Also, an optimization environment is designed such that filter components of post retimed circuit such as adder and multiplier are upgraded depending on the Very Large Scale Integration (VLSI) design metrics such as area, speed and power. In conventional cut-set retiming of FIR filter, higher critical path delay and latency occurs due to unwanted pipelining. They require higher clock period. So overcome, FIR filter it’s designed using Novel node – splitting and Node merging techniques. These schemes reduce the critical path delay by 50% and latency by 60%. In this paper node merging method is simulated and its performance parameters such as power, delay, critical path, latency, clock period and number of registers are analysed. In Data Flow Graph (DFG) retiming of digital circuit is used to reduce the propagation delay and critical path. The reduced propagation delay in turn reduces pipeline overheads. Thus, cut-set retiming can be made more efficient without increasing the register complexity and latency. The FIR architecture for node merging has to be designed and its performance is to be analysed. The proposed FIR filter using retiming technique are simulated using MODELSIM 10.1b and power analysis of the proposed work is done using Xilinx ISE 9.2i. In this proposed work the layout will be developed using AARON 9.03 tool.
Published by: R. Dhivya, Dr. P. Brindha
Author: R. Dhivya
Paper ID: V3I3-1237
Paper Status: published
Published: May 15, 2017
Designing and Performance Evaluation of Wireless Communication System Based on Advance STBC
Orthogonal frequency division multiplexing (OFDM) is an emerging technique for high data rate wireless communication systems over frequency selective channels and can be considered as one of the most promising techniques for future wireless system. However, it is well known that OFDM-based systems are sensitive to the inter-carrier interference (ICI) generated by a carrier frequency offset (CFO), which degrades the error probability performance for both single-antenna OFDM systems. Moreover, in a multipath fading environment, performances of OFDM system in a wireless channel are severely degraded by random variations in the amplitude of the received signals as well as by the presence of inter-symbol interference (ISI) and inter-carrier-interference (ICI) which also limit the OFDM system performance. Recently, Alamouti STBC has gained much attention as an effective transmit diversity scheme to provide reliable transmission with high peak data rates to increase the capacity of wireless communication system. In this research work, an advanced method for STBC-OFDM is proposed. The advancements which is done to the existing method is remapping of complex data after STBC encoding and serial to parallel conversion of complex data. This modification actually doubles the length of the data. At the receiver end again demapping of data is done which halfs the data length. This procedure helps in reduction of chances of error in the signal. The main objective of proposed method is to reduced the BER and SER in STBC-OFDM system. For each simulation, blocks of 1024 symbols are simulated. The proposed system is simulated with two transmitter antennas, two receiver antennas. We have used channel conditions, which have two independent paths with path delays in seconds and average path gains = [0 - 20] dB. The performance of the proposed method is compared with that of existing STBC-OFDM system using BER and SER. MATLAB R2013 has been used as an implementation platform to simulate the proposed method. Wireless communication toolbox and generalized MATLAB toolbox is used for the same.
Published by: Shubham Tyagi, Rajesh Kumar
Author: Shubham Tyagi
Paper ID: V3I3-1234
Paper Status: published
Published: May 15, 2017
Review on Structural Software Testing Coverage Approaches
With the aim of discovering software bugs (blunders or different deformities) the test procedures incorporate the way toward executing a program or application, and confirming that the software product is fit for utilize. To assess at least one properties of intrigue the software testing includes the execution of a software part or framework segment. In this paper we review the different software testing and its methods.
Published by: Monika Thakur, Sanjay
Author: Monika Thakur
Paper ID: V3I3-1244
Paper Status: published
Published: May 15, 2017
A Novel Approach for Efficient LDPC Decoding
Recently, LDPC codes have been proved to be capable of closely approaching the channel capacity and hence they are strongly promoted in many international standards. Though decoding is simpler compared to Turbo code decoding, efficient decoding techniques for LDPC codes are in demand to make it further simpler. The theoretical performance of LDPC codes appears simple and close to Shannon’s capacity of channel, but the practical implementation is still challenging due to tasks like numerical inaccuracy, limited memory resources, etc. We investigate methods to reduce the complexity and make decoding simple while still keeping the loss in performance negligible. The aim of this paper is to reduce the complexity by simplification of the component decoders. For this, we analyze the min-sum algorithm and derive a theoretical framework. With this framework, we are able to modify the algorithm in order to achieve good performance for regular as well as irregular LDPC codes.
Published by: B. LasyaSri, B. Ashok Raj, L. Nirmala Devi
Author: B. LasyaSri
Paper ID: V3I3-1281
Paper Status: published
Published: May 15, 2017
A Review on Sensor Network in Smart Grid
The traditional power grid in many countries suffers from high maintenance cost and scalability issues along with the huge expense of building new power stations, and lack of efficiency system monitoring that could increase the overall performance by preventing potential failure. To address these problems, a new generation electric power system called smart grid has been proposed as an evolutionary system for power generation, transmission, and distribution. It utilizes renewable energy generation, smart meters and modern sensing and communication technology for the effective power system. Traditionally, grid management has been realized through wired system formed by communication cables, which involves the heavy cost in terms of installation and maintenance of flexibility, self-organization, and rapid deployment. A smart grid uses digital technology to improve reliability, security, and efficiency of the electric system.
Published by: Priya Sharma, Gitanjali Pandove
Author: Priya Sharma
Paper ID: V3I3-1289
Paper Status: published
Published: May 15, 2017
