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Improved Capon Estimator for High-Resolution DOA Estimation and Its Statistical Analysis

IEEE/CAA Journal of Automatica Sinica 2023年第8期10卷 1716-1729页

作者： Weiliang Zuo Jingmin Xin Changnong Liu Nanning Zheng akira sano IEEE the National Key Laboratory of Human-Machine Hybrid Augmented Intelligence the National Engineering Research Center for Visual Information and Applicationsand the Institute of Artificial Intelligence and RoboticsXi’an Jiaotong UniversityXi’an 710049China the Data Center China Construction BankBeijing 100033China the Department of System Design Engineering Keio UniversityYokohama 223-8522Japan

Despite some efforts and attempts have been made to improve the direction-of-arrival(DOA)estimation performance of the standard Capon beamformer(SCB)in array processing,rigorous statistical performance analyses of these modified Capon estimators are still *** paper studies an improved Capon estimator(ICE)for estimating the DOAs of multiple uncorrelated narrowband signals,where the higherorder inverse(sample)array covariance matrix is used in the Capon-like cost *** establishing the relationship between this nonparametric estimator and the parametric and classic subspace-based MUSIC(multiple signal classification),it is clarified that as long as the power order of the inverse covariance matrix is increased to reduce the influence of signal subspace components in the ICE,the estimation performance of the ICE becomes equivalent to that of the MUSIC regardless of the signal-to-noise ratio(SNR).Furthermore the statistical performance of the ICE is analyzed,and the large-sample mean-squared-error(MSE)expression of the estimated DOA is *** the effectiveness and the theoretical analysis of the ICE are substantiated through numerical examples,where the Cramer-Rao lower bound(CRB)is used to evaluate the validity of the derived asymptotic MSE expression.

关键词： Capon beamformer direction-of-arrival(DOA)estimation large-sample mean-squared-error(MSE) subspace-based methods uniform linear array

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Adaptive Nonlinearity Compensation for Power Amplifiers Based on Model-Matching Approach

Adaptive Nonlinearity Compensation for Power Amplifiers Base...

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第25届中国控制会议

作者： sano akira Department of System Design Engineering Keio University Yokohama 223-8522

＜正＞A new time-domain adaptive linearization scheme is presented for compensating nonlinearity of high power amplifiers （HPA） in OFDM systems. A power series model with memory （PSMWM） is proposed to approximately describe the nonlinear input-output relation of HPA with dynamics. By using the PSMWM, the compensation input to HPA is calculated in a real-time manner so that the linearization from the predistorter （nonlinearity compensator） input to the HPA output can be attained even if the nonlinear dynamics of HPA is uncertain and changeable. The effectiveness of the proposed adaptive nonlinearity compensation scheme is validated in numerical simulation for 64-ary quadrature amplitude modulation OFDM （64QAM-OFDM） transmission systems.

关键词： Adaptive Compensation Linearization Identification Power Amplifier (PA)

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Adaptive Nonlinearity Compensation for Power Amplifiers Based on Local-Modeling Approach

Adaptive Nonlinearity Compensation for Power Amplifiers Base...

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第二十六届中国控制会议

作者： sano akira Department of System Design Engineering Keio University

A new predistortion linearization scheme is proposed to compensate nonlinear power amplifiers (PAs) in orthogonal frequency division multiplexing (OFDM) communication *** PA is represented by a Wiener-Hammerstein *** inverse model of the PA is constructed based on the local modeling ***,a look-up table (LUT) for constructing a predistorter (compensator) of PA is also given to simplify the proposed compensation *** effectiveness of the proposed scheme is validated by a numerical simulation.

关键词： Adaptive Compensation Linearization Identification Power Amplifier

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Identification and Pre-distortion for GaN-PA

Identification and Pre-distortion for GaN-PA

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The 2011 International Conference on Electric and Electronics(EEIC 2011)

作者： Yuanming Ding Yan Wang akira sano Liaoning Key Laboratory of Communication Networks and Information Processing Department of Information Engineering Dalian University Department of System Design Engineering Keio University

A memory polynomial model（MPM） is adopted to describe the characteristics of Ga N power amplifiers（Ga N-PA） in orthogonal frequency division multiplexing（OFDM） communication systems, and the RLS algorithm is used to estimate the MPM parameters in on-line manner. The MPM with odd-even orders is considered in choosing models. Furthermore, the orders and memory length of MPM are decided by the final prediction error（FPE）. Finally, an adaptive pre-distorter is designed besed on the achieved MPM, and its effectiveness is proved by numerical simulation.

关键词： GaN Power Amplifier Pre-Distortion Memory Polynomial Model

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Improved Capon Estimator for High-Resolution DOA Estimation and Its Statistical Analysis

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IEEE/CAA Journal of Automatica Sinica 2023年第8期

作者： Weiliang Zuo Jingmin Xin Changnong Liu Nanning Zheng akira sano

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Serrated polyps of the colon and rectum:Remove or not?

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World Journal of Gastroenterology 2020年第19期26卷 2276-2285页

作者： Wataru sano Daizen Hirata akira Teramoto Mineo Iwatate Santa Hattori Mikio Fujita Yasushi sano Gastrointestinal Center Sano HospitalHyogo 655-0031Japan

In recent years,the serrated neoplasia pathway where serrated polyps arise as a colorectal cancer has gained considerable attention as a new carcinogenic *** serrated polyps are histopathologically classified into hyperplastic polyps(HPs),sessile serrated lesions,and traditional serrated adenomas;in the serrated neoplasia pathway,the latter two are considered to be *** western countries,all colorectal polyps,including serrated polyps,apart from diminutive rectosigmoid HPs are ***,in Asian countries,the treatment strategy for colorectal serrated polyps has remained ***,in this review,we described the clinicopathological features of colorectal serrated polyps and proposed to remove HPs and sessile serrated lesions≥6 mm in size,and traditional serrated adenomas of any size.

关键词： Hyperplastic polyp Sessile serrated adenoma/polyp Sessile serrated lesion Traditional serrated adenoma Cytological dysplasia Cryptal dysplasia

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Effective use of the Japan Narrow Band Imaging Expert Team classification based on diagnostic performance and confidence level

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World Journal of Clinical Cases 2019年第18期7卷 2658-2665页

作者： Daizen Hirata Hiroshi Kashida Mineo Iwatate Tomomasa Tochio akira Teramoto Yasushi sano Masatoshi Kudo Gastrointestinal Center and Institute of Minimally-invasive Endoscopic Care Sano HospitalKobe 6550031Japan Department of Gastroenterology and Hepatology Kindai UniversityOsaka 5895811Japan

Five years have passed since the Japan Narrow Band Imaging Expert Team (JNET) classification was proposed in 2014. However, the diagnostic performance of this classification has not yet been established. We conducted a retrospective study and a systematic search of Medical Literature Analysis and Retrieval System On-Line. There were three retrospective single center studies about the diagnostic performance of this classification. In order to clarify this issue, we reviewed our study and three previous studies. This review revealed the diagnostic performance in regards to three important differentiations.(1) Neoplasia from non-neoplasia;(2) malignant neoplasia from benign neoplasia;and (3) deep submucosal invasive cancer (D-SMC) from other neoplasia. The sensitivity in differentiating neoplasia from non-neoplasia was 98.1%-99.8%. The specificity in differentiating malignant neoplasia from benign neoplasia was 84.7%-98.2% and the specificity in the differentiation D-SMC from other neoplasia was 99.8%-100.0%. This classification would enable endoscopists to identify almost all neoplasia, to appropriately determine whether to perform en bloc resection or not, and to avoid unnecessary surgery. This article is the first review about the diagnostic performance of the JNET classification. Previous reports about the diagnostic performance have all been retrospective single center studies. A large-scale prospective multicenter evaluation study is awaited for the validation.

关键词： Japan Narrow Band Imaging Expert Team Classification Magnifying endoscopy Narrow-band imaging Validation Diagnostic performance Colonoscopy Colorectal neoplasms

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Prospective real-time evaluation of diagnostic performance using endocytoscopy in differentiating neoplasia from nonneoplasia for colorectal diminutive polyps(≤ 5 mm)

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World Journal of Gastrointestinal Oncology 2018年第4期10卷 96-102页

作者： Takahiro Utsumi Yasushi sano Mineo Iwatate Hironori Sunakawa akira Teramoto Daizen Hirata Santa Hattori Wataru sano Noriaki Hasuike Kazuhito Ichikawa Takahiro Fujimori Gastrointestinal Center and Institute of Minimally Invasive Endoscopic Care (iMEC) Sano Hospital Department of Pathology Shinko Hospital

AIM To clarify the diagnostic performance of endocytoscopy for differentiation between neoplastic and nonneoplastic colorectal diminutive *** Patients who underwent endocytoscopy between October and December 2016 at sano Hospital were prospectively recruited. When diminutive polyps(≤5 mm) were detected, the lesions were evaluated by endocytoscopy after being stained with 0.05% crystal violet and 1% methylene blue. The diminutivepolyps were classified into five categories(EC 1 a, 1 b, 2, 3 a, and 3 b). Endoscopists were asked to take a biopsy from any lesion diagnosed as EC1 b(indicator of hyperplastic polyp) or EC2(indicator of adenoma). We have assessed the diagnostic performance of endocytoscopy for EC2 and EC1 b lesions by comparison with the histopathology of the biopsy specimen. RESULTS A total of 39 patients with 63 diminutive polyps were analyzed. All polyps were evaluated by endocytoscopy. The mean polyp size was 3.3 ± 0.9 mm. Among the 63 diminutive polyps, 60 were flat and 3 were pedunculated. The mean time required for EC observation, including the time for staining with crystal violet and methylene blue, was 3.0 ± 1.9 min. Histopathologic evaluation showed that 13 polyps were hyperplastic and 50 were adenomas. The sensitivity, specificity, accuracy, positive predictive value, and negative predictive value of EC2 for adenoma compared with EC1 b for hyperplastic polyp were 98.0%, 92.3%, 96.8%, 98.0% and 92.3%, respectively. There were only two cases of disagreement between the endoscopic diagnosis made by endocytoscopy and the corresponding histopathological *** Endocytoscopy showed a high diagnostic performance for differentiating between neoplastic and non-neoplastic colorectal diminutive polyps, and therefore has the potential to be used for "real-time histopathology".

关键词： Endocytoscopy Diagnostic performance Diminutive polyp Endocytoscopic classification Realtime histopathology

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Non-alcoholic fatty liver disease later diagnosed as myotonic dystrophy

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World Journal of Hepatology 2020年第9期12卷 685-692页

作者： Naoki Tanaka Takefumi Kimura Naoyuki Fujimori Yasuyuki Ichise Kenji sano akira Horiuchi Department of Metabolic Regulation Shinshu University School of MedicineMatsumoto 390-8621Japan Department of Gastroenterology Shinshu University School of MedicineMatsumoto 390-8621Japan Digestive Disease Center Showa Inan General HospitalKomagane 399-4117Japan Department of Pathology Iida Municipal HospitalIida 395-8502Japan

BACKGROUND Myotonic dystrophy(MD)is sometimes accompanied by metabolic/endocrine disorders,including dyslipidemia,central obesity,and *** to considerable individual differences in the severity and progression of myopathy,MD patients with minimal-to-mild muscle symptoms might be followed as having other diseases,such as non-alcoholic fatty liver disease(NAFLD).CASE SUMMARY A 40-year-old non-obese man without a history of regular ethanol consumption was referred to our hospital due to persistent liver dysfunction and *** body mass index was 23.4 kg/*** histology demonstrated macrovesicular steatosis,ballooned hepatocytes with eosinophilic inclusion bodies,and perisinusoidal fibrosis,leading to the diagnosis of nonalcoholic steatohepatitis(NASH).Although he had no discernable muscle pain or weakness,persistently high serum creatine kinase(CK)and myoglobin levels as well as the presence of frontal baldness,a hatched face,history of cataract surgery,and grip myotonia indicated the possibility of *** blotting of the patient’s DNA revealed the presence of CTG repeats,confirming the *** When gastroenterologists encounter NAFLD/NASH patients,serum CK should be *** hyperCKemia,frontal baldness,a hatched face,history of cataract surgery,and grip myotonia are noted,the possibility of MD may be considered.

关键词： Non-alcoholic fatty liver disease Non-alcoholic steatohepatitis Frontal baldness Cataract Creatine kinase

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Prediction of the Site Index for a Subtropical Broad-Leaved Forest on Okinawa Island Using Topographic Factor

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Open Journal of Forestry 2018年第3期8卷 267-282页

作者： Asako Miyamoto Ryuichi Terazono Makoto sano akira Shimizu Forestry and Forest Products Research Institute Tsukuba Japan Okinawa Prefecture Forest Resources Research Centre Nago Japan Kyushu Research Center Forest and Forest Products Research Institute Kumamoto Japan

Subtropical “Yambaru” forest, situated in the northern part of Okinawa Island of Japan, has a precious ecosystem inhabited by many endemic species. However, this region is also the center for forestry on Okinawa. Therefore, sustainable forestry activities should take into consideration the natural environment. To contribute to sustainable forest management in the region, we conducted prediction of the site index at fine-scale resolution by using multiple regression analysis with easily calculated topographic factors. For the multiple regression analysis with site index as a dependent variable, three topographic factors (the effective relief, openness, and elevation) were adopted as independent variables. Approximately 68% of the variance was explained, and the effective relief was the variable with the greatest influence. This means that it is possible to predict forest productivity at a finer scale of resolution than ever before. For sustainable forest management of sites where environmental conservation and forestry are conflicting, it is useful to estimate the site index at the finest scale of resolution practically available in the field. It might be possible to improve estimation accuracy by examining further environmental factors in the future.

关键词： Forest Productivity Forest Management Digital Elevation Model (DEM) Ge-ographic Information Systems (GIS)

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