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Table Of Integrals Series And Products

A fast-Fourier-transform method of topography and interferometry is proposed. By computer processing of a noncontour type of fringe pattern, automatic discrimination is achieved between elevation and depression of the object or wave-front form, which has not been possible by the fringe-contour-generation techniques. The method has advantages over moire topography and conventional fringe-contour interferometry in both accuracy and sensitivity. Unlike fringe-scanning techniques, the method is easy to apply because it uses no moving components.

Fourier-transform method of fringe-pattern analysis for computer-based topography and interferometry

Matrix Differential Calculus with Applications in Statistics and Econometrics

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The World Bank Group

Radio access technologies for cellular mobile communications are typically characterized by multiple access schemes, e.g., frequency division multiple access (FDMA), time division multiple access (TDMA), code division multiple access (CDMA), and OFDMA. In the 4th generation (4G) mobile communication systems such as Long-Term Evolution (LTE) (Au et al., Uplink contention based SCMA for 5G radio access. Globecom Workshops (GC Wkshps), 2014. doi:10.1109/GLOCOMW.2014.7063547) and LTE-Advanced (Baracca et al., IEEE Trans. Commun., 2011. doi:10.1109/TCOMM.2011.121410.090252; Barry et al., Digital Communication, Kluwer, Dordrecht, 2004), standardized by the 3rd Generation Partnership Project (3GPP), orthogonal multiple access based on OFDMA or single carrier (SC)-FDMA is adopted. Orthogonal multiple access was a reasonable choice for achieving good system-level throughput performance with simple single-user detection. However, considering the trend in 5G, achieving significant gains in capacity and system throughput performance is a high priority requirement in view of the recent exponential increase in the volume of mobile traffic. In addition the proposed system should be able to support enhanced delay-sensitive high-volume services such as video streaming and cloud computing. Another high-level target of 5G is reduced cost, higher energy efficiency and robustness against emergencies.

Non-Orthogonal Multiple Access (NOMA) for cellular future radio access

Main visual techniques used to obtain information from speckle patterns are Fujii method, generalized difference, weighted generalized difference, mean windowed difference, structural function (SF), modified SF, etc. In this work, a comparative analysis of major visual techniques for natural gum sample is carried out. Obtained results conclusively establish SF based method as an optimum tool for visual inspection of dynamic speckle data.

Study of visual processing techniques for dynamic speckles: a comparative analysis.

An efficient caching can be achieved by predicting the popularity of the files accurately. It is well known that the popularity of a file can be nudged by using recommendation, and hence it can be estimated accurately leading to an efficient caching strategy. Motivated by this, in this paper, we consider the problem of joint caching and recommendation in a 5G and beyond heterogeneous network. We model the influence of recommendation on demands by a Probability Transition Matrix (PTM). The proposed framework consists of estimating the PTM and use them to jointly recommend and cache the files. In particular, this paper considers two estimation methods namely a) Bayesian estimation and b) a genie aided Point estimation. An approximate high probability bound on the regret of both the estimation methods are provided. Using this result, we show that the approximate regret achieved by the genie aided Point estimation approach is $\mathcal{O}(T^{2/3} \sqrt{\log T})$ while the Bayesian estimation method achieves a much better scaling of $\mathcal{O}(\sqrt{T})$. These results are extended to a heterogeneous network consisting of M small base stations (sBSs) with a central macro base station. The estimates are available at multiple sBSs, and are combined using appropriate weights. Insights on the choice of these weights are provided by using the derived approximate regret bound in the multiple sBS case. Finally, simulation results confirm the superiority of the proposed algorithms in terms of average cache hit rate, delay and throughput.

Online Learning to Cache and Recommend in the Next Generation Cellular Networks

Over past few years, a non-destructive and non-invasive optical imaging technique, called biospeckle analysis has gained enormous popularity due to its versatile applications in medicinal industry, biomedical imaging, pomology, agriculture, and many more. In this lecture, investigations regarding the applicability of biospeckle analysis in different research domains will be discussed.

Biospeckle Analysis Technique: Some Recent Applications

In the present communication, profiling and imaging of red blood cell (RBC) using coherent gradient sensing (CGS) technique coupled with Fourier fringe analysis has been proposed. The RBC of a healthy person has a definite structure; it has been identified using double grating shearing interferometry and the direct phase determined using the Fourier transform method. Good accuracy and resolution in profiling have been achieved.

Profiling and Imaging of RBC Using Coherent Gradient Sensing and Fourier Fringe Analysis

Optical mark recognition (OMR) is the process of reading marked information automatically and is globally used in automating examination marking and other forms of marking. However, the current OMR techniques are often time-consuming, expensive and require dedicated hardware for grading. Moreover, often the OMR sheets are not scanned properly due to untrained staff, sheets being damaged or put in an incorrect orientation. Therefore, to circumvent these drawbacks of existing techniques, we propose an image processing based robust model for evaluation of OMR sheets. The method is highly accurate and can identify the responses from OMR sheets with lower time and computation complexity. Robustness of the proposed model has also been tested against angle variations, blur and light imbalance. It was found that the model can handle all these artefacts efficiently, making it suitable for real-time applications. The proposed model is also low-cost and portable, as images of OMR sheets can be clicked through mobile phones without the need of scanners.

Vimal Bhatia

Papers

Study of visual processing techniques for dynamic speckles: a comparative analysis.

Online Learning to Cache and Recommend in the Next Generation Cellular Networks

Biospeckle Analysis Technique: Some Recent Applications

Profiling and Imaging of RBC Using Coherent Gradient Sensing and Fourier Fringe Analysis

Robust Image Processing based Real-time Optical Mark Recognition System