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Self-Perception and General Perception of the Safety Impact of Autonomous Vehicles on Pedestrians, Bicyclists, and People with Ambulatory Disability

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Journal of Transportation Technologies 2021年第3期11卷 357-377页

作者： devajyoti deka Charles T. Brown Alan M. Voorhees Transportation Center Rutgers The State University of New Jersey New Brunswick NJ USA

For autonomous vehicles (AVs) to receive general acceptance, society must have a positive perception about their safety impact on vulnerable road users. Using data from a statewide random-digit-dialing telephone survey of 1001 adults, this paper examines how New Jersey residents perceive the safety impact of AVs on pedestrians, bicyclists, and people with ambulatory disability. It uses a combination of confirmatory factor analysis and ordered probit models. Confirmatory factor analysis is used to create latent variables on socioeconomic status and built environment. Three ordered probit models are used to examine people’s perception of AV safety impact on each of the three population groups. The models also examine how frequent walkers, bicyclists, and people with ambulatory disability perceive their own safety as well as the safety of the other two groups. All three models examine the effect of familiarity with AV, gender, age, income, education, race, ethnicity, number of vehicles in household, political party affiliation, as well as built environment and socioeconomic status of the municipalities where the survey respondents live. The analysis showed that men, people with familiarity with the AV concept, Democrats, bicyclists, and people with high household income generally have a positive perception about the safety impact of AVs. While frequent walkers are ambivalent about their own safety as pedestrians, bicyclists have a positive perception about their own safety and the safety of pedestrians, whereas people with ambulatory disability have a strong negative perception about their own safety. The models did not show statistically significant effects of socioeconomic status or built environment of municipalities on AV safety perception.

关键词： Safety Perception Autonomous Vehicles Pedestrian Bicyclist Disability

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Quality Assessment and Forecast Sensitivity of Global Remote Sensing Observations

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Advances in Atmospheric Sciences 2017年第3期34卷 371-382页

作者： Swapan MALLICK devajyoti DUTTA Ki-Hong MIN School of Earth System Sciences Kyungpook National UniversityDaegu 41566South Korea National Centre for Medium Range Weather Forecasting Earth System Science OrganizationNoida 201309India

The satellite-derived wind from cloud and moisture features of geostationary satellites is an important data source for numerical weather prediction （NWP） models. These datasets and global positioning system radio occultation （GPSRO） satellite radiances are assimilated in the four-dimensional variational atmospheric data assimilation system of the UKMO Unified Model in India. This study focuses on the importance of these data in the NWP system and their impact on short-term 24-h forecasts. The quality of the wind observations is compared to the short-range forecast from the model background. The observation increments （observation minus background） are computed as the satellite-derived wind minus the model forecast with a 6-h lead time. The results show the model background has a large easterly wind component compared to satellite observations. The importance of each observation in the analysis is studied using an adjoint-based forecast sensitivity to observation method. The results show that at least around 50% of all types of satellite observations are beneficial. In terms of individual contribution, METEOSAT-7 shows a higher percentage of impact （nearly 50%）, as compared to GEOS, MTSAT-2 and METEOSAT-10, all of which have a less than 25% impact. In addition, the impact of GPSRO, infrared atmospheric sounding interferometer （IASI） and atmospheric infrared sounder （AIRS） data is calculated. The GPSRO observations have beneficial impacts up to 50 km. Over the Southern Hemisphere, the high spectral radiances from IASI and AIRS show a greater impact than over the Northern Hemisphere. The results in this study can be used for further improvements in the use of new and existing satellite observations.

关键词： wind observation increment observation impact forecast sensitivity to observation

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Surface charge induced tuning of electrical properties of CVD assisted graphene and functionalized graphene sheets

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Journal of Materials Science & Technology 2019年第1期35卷 151-158页

作者： Manash Jyoti deka Devasish Chowdhury Material Nanochemistry Laboratory Physical Sciences Division Institute of Advanced Study in Science and Technology

We demonstrate a new approach to tune the electrical properties of graphene and functionalized graphene. Graphene was synthesized using thermal chemical vapour deposition(TCVD) method on copper foil using precursor gas acetylene and co-catalyst H2 gas. TCVD assisted graphene was successfully transferred onto a silicon wafer. Transferred graphene sheet was then functionalized to prepare graphene oxide(GO) and reduced graphene oxide(rGO). Different surface charge carbon nanoparticles, e.g. carbon nanoparticle with net positive charge and carbon nanoparticle with net negative charge were then immobilized on transferred graphene and functionalized graphene sheets. The functionalized graphene and charge mobilized functionalized graphene were characterized by Uv–vis spectroscopy,Fourier transformed infrared spectroscopy, scanning electron microscopy, and Raman spectroscopy. After immobilization of carbon nanomaterials, the ac electrical conductivity was found to increase due to enhancement of the surface charge, electron density, and mobility. It was observed that negative surface charge immobilized graphene and functionalized graphene show higher conductivity. Thus, the electrical property of graphene and functionalized graphene can be tuned by surface modification with different surface charge carbon nanomaterials.

关键词： Graphene Chemical Vapour Deposition (CVD) Surface charge

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Plant growth-promoting rhizobacteria--alleviators of abiotic stresses in soil: A review

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Pedosphere 2020年第1期30卷 40-61页

作者： Madhurankhi GOSWAMI Suresh deka Environmental Biotechnology Laboratory Resource Management and Environment SectionLife Sciences DivisionInstitute of Advanced Study in Science and Technology(IASST)Guwahati Assam 781035(India)

With the continuous increase in human population,there is widespread usage of chemical fertilizers that are responsible for introducing abiotic stresses in agricultural crop *** stresses are major constraints for crop yield and global food security and therefore require an immediate *** implementation of plant growth-promoting rhizobacteria(PGPR)into the agricultural production system can be a profitable alternative because of its efficiency in plant growth regulation and abiotic stress *** bacteria have the potential to promote plant growth and to aid in the management of plant diseases and abiotic stresses in the soil through production of bacterial phytohormones and associated metabolites as well as through significant root morphological *** changes result in improved plant-water relations and nutritional status in plants and stimulate plants’defensive mechanisms to overcome unfavorable environmental ***,we describe the significance of plant-microbe interactions,highlighting the role of PGPR,bacterial phytohormones,and bacterial metabolites in relieving abiotic environmental stress in *** research is necessary to gather in-depth knowledge on PGPR-associated mechanisms and plant-microbe interactions in order to pave a way for field-scale application of beneficial rhizobacteria,with the aim of building a healthy and sustainable agricultural ***,this review aims to emphasize the role of PGPR in growth promotion and management of abiotic soil stress with the goal of developing an eco-friendly and cost-effective strategy for future agricultural sustainability.

关键词： phytohormones plant-microbe interaction root colonization root morphological change secondary metabolites stress alleviation stress tolerance

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A Batch Arrival Retrial Queue with Two Phases of Service and Bernoulli Vacation Schedule

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Acta Mathematicae Applicatae Sinica 2013年第1期29卷 15-34页

作者： Gautam Choudhury Kandarpa deka Mathematical Sciences Division Institute of Advanced Study in Science and Technology Paschim Boragaon Guwahati-781035 Assam India

We consider an MX/G/1 queueing system with two phases of heterogeneous service and Bernoulli vacation schedule which operate under a linear retrial policy. In addition, each individual customer is subject to a control admission policy upon the arrival. This model generalizes both the classical M/G/1 retrial queue with arrivals in batches and a two phase batch arrival queue with a single vacation under Bernoulli vacation schedule. We will carry out an extensive stationary analysis of the system, including existence of the stationary regime, embedded Markov chain, steady state distribution of the server state and number of customer in the retrial group, stochastic decomposition and cMculation of the first moment.

关键词： Batch arrival retrial queue two phase service linear retrial policy bernoulli admission mechanism bernoulli vacation schedule

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Supersonic Shock Wave with Landau Quantization in a Relativistic Degenerate Plasma

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Chinese Physics Letters 2020年第1期37卷 34-38页

作者： M.Kr.deka A.N.Dev Department of Applied Sciences Gauhati UniversityGuwahati-781014AssamIndia Center for Applied Mathematics and Computing Siksha O Anusandhan(Deemed to be University)Bh u baneswar-751030OdishaIndia

A three-dimensional(3D)BurgersJ equation adopting perturbative methodology is derived to study the evolution of a shock wave with Landau quantized magnetic field in relativistic quantum *** characteristics of a shock wave in such a plasma under the influence of magnetic quantization,relativistic parameter and degenerate electron density are studied with assistance of steady state *** magnetic field has a noteworthy control,especially on the shock wave's amplitude in the lower range of the electron density,whereas the amplitude in the higher range of the electron density reduces *** rate of increase of shock wave potential is much higher(lower)with a magnetic Held in the lower(higher)range of electron *** the relativistic factor,the shock wave's amplitude increases significantly and the rate of increase is higher(lower)for lower(higher)electron *** combined effect of the increase of relativistic factor and the magnetic field on the strength of the shock wave,results in the highest value of the wave potential in the lower range of the degenerate electron density.

关键词： density. solution. relativistic

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Analysis of electron energy distribution function in a magnetically filtered complex plasma

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Chinese Physics B 2013年第4期22卷 324-329页

作者： M K deka H Bailung N C Adhikary Physical Sciences Division Institute of Advanced Study in Science and Technology Vigyan Path Paschim Boragaon Garchuk Guwahati-781035 Assam India

The electron energy distribution function （EEDF） for a magnetically filtered dusty plasma is studied in a dusty double plasma device where the electron energy can be varied from 0.15 eV to ～ 2.8 eV and plasma density from 10 6 cm-3 to 10 9cm-3 . The characteristics of EEDF for these ranges of plasma parameters are investigated in a pristine plasma as well as in a dusty plasma. The results show that in the presence of dust, there is a drastic modification in EEDF patterns in a plasma with higher electron temperature and density than those in a low temperature and low density plasma produced by the magnetic filter.

关键词： dusty plasma magnetic filter electron energy distribution function

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Partition Identities Arising from Theta Function Identities

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Acta Mathematica Sinica,English Series 2008年第6期24卷 955-970页

作者： Nayandeep deka BARUAH Bruce C.BERNDT Department of Mathematical Sciences Tezpur UniversityNapaam-784028SonitpurAssamIndia Department of Mathematics University of Illinois at Urbana-Champaign1409 West Green St.UrbanaIL 61801USA

The authors show that certain theta function identities of Schroeter and Ramanujan imply elegant partition identities.

关键词： partitions colored partitions partition identities theta function identities modular equations

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Melamine-Formaldehyde Acrylamide and Gum Polymer Impregnated Wood Polymer Nanocomposite

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Journal of Bionic Engineering 2015年第2期12卷 304-315页

作者： Ankita Hazarika Biplab K. deka Tarun K. Maji Department of Chemical Sciences Tezpur University Assam-784 028 India

Melamine-formaldehyde acrylamide （MFA） copolymer was prepared and vacuum impregnated into wood in presence of 1,3-dimethylol 4,5-dihydroxyethylene urea （DMDHEU） as crosslinker, vinyltrichlorosilane （VTCS） modified montmorillonite （MMT） and Gum Polymer （GP） derived from Moringa oleifera as a flame retarding agent under catalyst heat treatment. The formation of MFA and DMDHEU was confirmed by Nuclear Magnetic Resonance （NMR） and Fourier Transform Infrared Spectroscopy （FTIR） studies. The crystallinity of the composites and interaction among them was studied by X-ray Diffrac- tometry （XRD） and FTIR study. Maximum interaction was found in wood samples treated with MFA/DMDHEU/GP （3 phr）/MMT as shown by FTIR. Scanning Electron Microscopy （SEM） revealed the presence of polymer and MMT in the composites. Transmission Electron Microscopy （TEM） study indicated the incorporation of MMT into the wood polymer composite. Thermal stability and flammability were checked by Thermogravimetric Analyser （TGA） and Limiting Oxygen Index （LOI） instrument. The treatment of wood with GP had a significant influence on the thermal stability and flame retardant properties of the composites. Remarkable improvement in water repellency and chemical resistance was found for the treated wood samples. The composites showed significant improvement in mechanical properties due to treatment.

关键词： wood gum polymer nanocomposites flame retardancy

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Deep Learning-Assisted OFDM Detection with Hardware Impairments

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Journal of Communications and Information Networks 2023年第4期8卷 378-388页

作者： Amit Singh Sanjeev Sharma Kuntal deka Vimal Bhatia Indian Institute of Technology(IIT)BHU Varanasi Varanasi 221005India Indian Institute of Technology(IIT)Guwahati Guwahati 781039India Indian Institute of Technology(IIT)Indore Indore 452020India

This paper introduces a deep learning(DL)algorithm for estimating doubly-selective fading channel and detecting signals in orthogonal frequency division multiplexing(OFDM)communication systems affected by hardware impairments(HIs).In practice,hardware imperfections are present at the transceivers,which are modeled as direct current(DC)offset,carrier frequency offset(CFO),and in-phase and quadrature-phase(IQ)imbalance at the transmitter and the receiver in OFDM *** HIs,the explicit system model could not be mathematically derived,which limits the performance of conventional least square(LS)or minimum mean square error(MMSE)***,we consider time-frequency response of a channel as a 2D image,and unknown values of the channel response are derived using known values at the pilot locations with DL-based image super-resolution,and image restoration ***,a deep neural network(DNN)is designed to fit the mapping between the received signal and transmit symbols,where the number of outputs equals to the size of the modulation *** show that there are no significant effects of HIs on channel estimation and signal detection in the proposed DL-assisted *** proposed DL-assisted detection improves the OFDM performance as compared to the conventional LS/MMSE under severe Hls.

关键词： OFDM DL HIs channel estimation signal detection

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