Takatoshi Sugiyama’s research while affiliated with Kogakuin University and other places

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Publications (95)


CNN-based blind SIR classification framework for STPA-BAA spectrum superposing
  • Article
  • Full-text available

January 2022

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37 Reads

ICT Express

Hiroaki Kobayashi

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Spectrum sharing in the spatial domain among the plurality of wireless communication systems should be addressed due to its exhaustion. We previously conceptualized a spectrum superposing enabled by subcarrier transmission power assignment (STPA) and blind adaptive array (BAA), where co-channel interference can be suppressed even without a priori information of interferer. However, it requires knowledge of input signal-to-interference power ratio (SIR) to realize completely blind operation. This paper proposes a blind SIR estimation framework by convolutional neural network (CNN) using power spectrum images. Simulation verifies the proposed scheme can maximize throughput performance based on SIR classification results with 97% accuracy.

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Fig. 1. The relationship between the primary and secondly system
Fig. 2. Concept of STPA-BAA with proposed scheme
Computationally Efficient SLM based PAPR Reduction for STPA-BAA Scheme

October 2020

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19 Reads

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1 Citation


System Throughput Gain by New Channel Allocation Scheme for Spectrum Suppressed Transmission in Multi-Channel Environments over A Satellite Transponder

March 2020

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16 Reads

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2 Citations

IEICE Transactions on Communications

A spectrum suppressed transmission that increases the frequency utilization efficiency, defined as throughput/bandwidth, by suppressing the required bandwidth has been proposed. This is one of the most effective schemes to solve the exhaustion problem of frequency bandwidths. However, in spectrum suppressed transmission, its transmission quality potentially degrades due to the ISI making the bandwidth narrower than the Nyquist bandwidth. In this paper, in order to improve the transmission quality degradation, we propose the spectrum suppressed transmission applying both FEC (forward error correction) and LE(Linear equalization). Moreover, we also propose a new channel allocation scheme for the spectrum suppressed transmission, in multichannel environments over a satellite transponder. From our computer simulation results, we clarify that the proposed schemes are more effective at increasing the system throughput than the scheme without spectrum suppression.


Fig. 1. system model.
Operational Range Increasement for STPA-BAA Spectrum Superposing Using Subcarrier Modulation Adaptation

October 2019

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23 Reads

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2 Citations

IEICE Communications Express

In order to achieve high-speed and large-capacity communication, efficient use of frequency resources even in different wireless communication systems is an important issue. We previously proposed the spectrum superposing scheme using subcarrier transmission power assignment (STPA) and blind adaptive array (BAA). Even when multiple systems use the same frequency band, the secondary system enables the both receivers to mitigate inter-system interference by STPA-BAA. However, STPA-BAA has a problem that the operational region of the secondary system is limited due to low-level subcarriers. This paper attempts to resolve this issue by introducing subcarrier modulation adaptation. It can effectively expand the operational region of our proposed approach even in the low signal-to-noise-power-ratio (SNR) situation.





A simple channel tracking scheme using deductive combining for MIMO-OFDM WLANs

April 2017

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13 Reads

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2 Citations

IEICE Communications Express

This letter proposes a simple tracking scheme for time-varying channels of IEEE 802.11 based MIMO-OFDM wireless LANs. The scheme combines a tentative channel estimate derived from a transmitted symbol replica with the channel estimate used to generate the replica. The propose scheme requires no prior knowledge on the statistics of the channel and instead uses a deductive approach to calculate weights to combine the channel estimates. The numerical results show the proposed scheme performs 1.0 dB CNR gain at FER of 10⁻² over the conventional scheme for 3 × 3 MIMO and 64QAM when receiver velocity is 4 km/h.


Undesired Radiation Suppression Technique for Distributed Array Antenna by Antenna Positioning and Delay Signal Processing

March 2017

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5 Reads

IEICE Transactions on Communications

This paper introduces distributed array antenna (DAA) systems that offer high antenna gain. A DAA consists of several small antennas with improved antenna gain. This paper proposes a technique that suppresses the off-axis undesired radiation and compensates the time delay by combining signal processing with optimization of array element positioning. It suppresses the undesired radiation by compensating the delay timing with high accuracy and deliberately generating the inter-symbol interference (ISI) in side-lobe directions. Computer simulations show its effective suppression of the equivalent isotropic radiated power (EIRP) pattern and its excellent BER performance.


Study on Hybrid Satellite-tracking Antenna Control System Using Torque Compensation Methods for Small Vessels

November 2016

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20 Reads

TRANSACTIONS OF THE JAPAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES AEROSPACE TECHNOLOGY JAPAN

This paper describes a new satellite-tracking antenna control system for small vessels subject to large disturbance torques. A satellite-tracking antenna for Ku bands that achieves high directional accuracy of ±0.2° is required. To realize highly accurate antenna pointing over wide ranges, we propose a new hybrid satellite-tracking antenna control system consisting of mechanical and electrical control systems. The mechanical control system achieves coarse antenna pointing to within ±0.7°, after which the electrical control system operates. Two torque compensation methods are adopted, corresponding to characteristics of the torque. One is for inter-axis torque compensation, the other is for disturbance torque generated by sea waves. Computer simulations confirm the methods to be effective in a 2-axis gimbal satellite-tracking antenna system.


Citations (54)


... The easiest to implement among those techniques is the Clipping scheme [29], [30], as it only requires limiting the signal's output amplitude. However, clipped signals are prone to nonlinear distortion, and it is difficult to select the optimal clipping threshold and position index, leading to a degradation in bit error rate (BER) performance [31]. ...

Reference:

A Low Complexity Dual-Phase Alternating Scheme is Used with the PTS Method to Reduce PAPR for B5G Systems
PAPR and BER Performances of Direct Spectrum Division Transmission Applied by Clipping and Filtering in ACI Environment
  • Citing Conference Paper
  • September 2019

... Our previous study disclosed that two pairs of transmitter/receiver could co-exist in a certain level of signal-to-interference power ratio (SIR) condition. Its fundamental feasibility was verified through the indoor experiment [2] and adaptive subcarrier bit loading was proposed to expand its operational region [3]. In this scenario, the secondary receiver should adaptively switch the BAA algorithm according to the input SIR value and its realization has been a substantial challenge to be overcome. ...

Operational Range Increasement for STPA-BAA Spectrum Superposing Using Subcarrier Modulation Adaptation

IEICE Communications Express

... Therefore, using this property, we propose an application of NOMA with multi-satellites into the downlink of STICS for performance improvement. It was shown in [8] that a large capacity enhancement was realized by precoded multi-satellite MIMO transmission. By utilizing a MIMO channel with multi-satellites and NOMA, both capacity enhancement and fair resource allocation are realized. ...

Broadband Multi-Satellite/Multi-Beam System with Single Frequency Reuse
  • Citing Conference Paper
  • May 2015

... FSSs applications have also been presented in the fields of millimeter-wave quasi-optical filters and diplexers, dichroic surfaces for reflectors and large aperture antennas' subreflectors and absorbers [7][8][9][10]. Fractal geometries have been extensively implemented in the design of multiband antennas and FSSs. ...

Design for suppressing undesired reflections from frequency-selective surfaces employed in multiband sector antenna
  • Citing Conference Paper
  • July 2015

... Moreover, estimation and feedback of channel state and other system information must be rethought to achieve scalable and efficient solutions in future wireless networks. These are the topics considered in three papers of our special issue [25][26][27]. While the work [25] develops a scalable channel state information (CSI) estimation with controllable resolution and complexity for future dense networks, the paper [26] studies the CSI estimation problem for a very wideband wireless channel using the sampling rate less than the Nyquist rate. ...

Iterative estimation of undesired signal power for superposed multicarrier transmission with channel estimation error
  • Citing Conference Paper
  • September 2014

... Nakahira, K. et al. attempted to design a dynamic spectrum control (DSTC) channel allocation algorithm to facilitate the improvement of satellite communication information data output. Simulation experimental results show that the DSTC algorithm augmented for that information data throughput is relatively improved by 60% [14]. Liu, S. et al. developed a path allocation method with clustering and Markov chain ideas as the underlying architecture, which promotes the performance optimization of satellite communication link switching and resource allocation [15]. ...

Throughput Enhancement for SATCOM Systems Using Dynamic Spectrum Controlled Channel Allocation under Variable Propagation Conditions
  • Citing Article
  • August 2016

IEICE Transactions on Communications

... However, its application in the wireless network case is being intensely investigated [82,70,83]. Wireless network coding (WNC) exploits the broadcasting nature of wireless channels to provide a throughput gain as can be shown in the example illustrated in Figure 2.8 [2]. In this example, nodes A and B need to exchange messages via the relay node R as they are too distant to communicate directly. ...

Research and Development of Wireless Network Coding to Achieve High-efficiency Multihop Wireless Systems
  • Citing Article
  • March 2010

NTT Technical Review

... Modelling the environment perfectly and taking each reflection into consideration would result in a computationally complex deterministic model. For example, to run ray tracing using the imaging method requires computing each reflection in a search space of A B , where A is the number of walls and B is the number of reflections [1]. Simpler, empirical models do not require as much computation, and instead capture the K. Preusser and A. Schmeink are with the Teaching and Research Area Information Theory and Systematic Design of Communication Systems (ISEK), at RWTH Aachen University, Germany, e-mail: kiraseya.preusser@isek.rwthaachen.de, ...

Ray-tracing-based Technique for Reducing Computational Complexity of MIMO Propagation Channel Estimation
  • Citing Article
  • February 2011

NTT Technical Review

... After achieving interference identification of the test feature sample, all points of the beat frequency signal in the window corresponding to the test feature sample are labeled as interference, and then signal reconstruction of the interference region is achieved by the AR model. The AR model is a statistical model based on time series [34], which assumes that the output value at the current moment is only related to the output values of the previous number of moments and not to other moments in the past. This assumption allows the AR model to describe the statistical patterns of a time series with fewer parameters, thus enabling efficient data analysis and prediction. ...

Performance analysis of AR-model-based linear predictor with Kalman filtering algorithm for wireless communication systems
  • Citing Article
  • November 2014

... In the same context, Microstrip patch antenna is firstly design on high impedance surface and FSS layer is placed an adequate distance for creation of fabry perot res- onator [17]. Most of the work for the prominence of wide band, multiband by the suitable placement of superstrate layer181920. Thus, by using FSS superstrate or its combination can control gain, bandwidth and polarization properties. ...

Dual band nested waveguide antenna employing frequency selective surface
  • Citing Conference Paper
  • July 2014