395 research outputs found

    An adaptive reinforcement learning-based multimodal data fusion framework for human–robot confrontation gaming

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    : Playing games between humans and robots have become a widespread human-robot confrontation (HRC) application. Although many approaches were proposed to enhance the tracking accuracy by combining different information, the problems of the intelligence degree of the robot and the anti-interference ability of the motion capture system still need to be solved. In this paper, we present an adaptive reinforcement learning (RL) based multimodal data fusion (AdaRL-MDF) framework teaching the robot hand to play Rock-Paper-Scissors (RPS) game with humans. It includes an adaptive learning mechanism to update the ensemble classifier, an RL model providing intellectual wisdom to the robot, and a multimodal data fusion structure offering resistance to interference. The corresponding experiments prove the mentioned functions of the AdaRL-MDF model. The comparison accuracy and computational time show the high performance of the ensemble model by combining k-nearest neighbor (k-NN) and deep convolutional neural network (DCNN). In addition, the depth vision-based k-NN classifier obtains a 100% identification accuracy so that the predicted gestures can be regarded as the real value. The demonstration illustrates the real possibility of HRC application. The theory involved in this model provides the possibility of developing HRC intelligence

    Thecobathra paranas Fan, Jin et Li 2008

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    <i>Thecobathra paranas</i> Fan, Jin <i>et</i> Li, 2008 <p>(Fig 30)</p> <p> <i>Thecobathra paranas</i> Fan, Jin <i>et</i> Li, 2008: 20. TL: China (Yunnan). TD: NKU.</p> <p> <b>Material examined.</b> <b>CHINA, Yunnan:</b> Holotype ♁, Ruili Rare Botanical Garden (24.00°N, 97.08°E), 1000 m, 7.VIII.2005, leg. YD Ren, slide No. FXM07040.</p> <p> Additional material. <b>Yunnan:</b> 1♁, Zijiaosuo (24.40°N, 100.84°E), Jingdong County, 1244 m, 5.VII.2013, leg. SR Liu <i>et al</i>., slide No. LHY21513; 3♁, Bubeng Town (21.59°N, 101.58°E), 652 m, 11.VII.2013, leg. SR Liu <i>et al</i>., slide No. LHY21516; 3♁ 1♀, Yexianggu (22.17°N, 100.87°E), Xishuangbanna, 762 m, 9‒13.VII.2015, leg. KJ Teng & X Bai, slide Nos. LHY21544♁, LHY21545♁, LHY21648 ♀, LHY21755 ♁.</p> <p> <b>Diagnosis.</b> <i>Thecobathra paranas</i> can be distinguished by the valva with a tooth on the ventral margin near middle, and the sacculus concave inward ventrally (Fan <i>et al</i>. 2008: 21, fig. 13).</p> <p> <b>Description.</b> Adult. Wingspan 13.0‒ 14.5 mm.</p> <p> <i>Female genitalia</i> (Fig.30).Apophyses posteriores1.5 times length of apophyses anteriores.Lamella postvaginalis composed of a pair of sclerotized, broadly ovate plates. Antrum about 1/3 length of ductus bursae, parallel-sided, sclerotized, with a longitudinal medial fold. Ductus bursae 1.5 times length of corpus bursae, sclerotized in posterior half. Corpus bursae large, oviform; signum C-shaped in posterior 1/3, serrate along margin of concavity, equally wide in middle 1/3, spiniform in anterior 1/3, lateral flange large, thorn-shaped.</p> <p> <b>Distribution.</b> China (Yunnan).</p> <p> <b>Note.</b> The female is described for the first time.</p>Published as part of <i>Liu, Haoyu & Wang, Shuxia, 2023, Taxonomic study of the genus Thecobathra Meyrick (Lepidoptera: Yponomeutidae) in China, with descriptions of eight new species, pp. 483-508 in Zootaxa 5325 (4)</i> on page 498, DOI: 10.11646/zootaxa.5325.4.2, <a href="http://zenodo.org/record/8243618">http://zenodo.org/record/8243618</a&gt

    Thecobathra latibasis Fan, Jin et Li 2008

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    <i>Thecobathra latibasis</i> Fan, Jin <i>et</i> Li, 2008 <p>(Fig. 26)</p> <p> <i>Thecobathra latibasis</i> Fan, Jin <i>et</i> Li, 2008: 18. TL: China (Guangxi). TD: NKU.</p> <p> <b>Material examined.</b> <b>CHINA, Guangxi:</b> Holotype ♁, Jinxiu County (24.13°N, 110.18°E), 550 m, 13.IV.2002, leg. SL Hao & HJ Xue, slide No. FXM06049.</p> <p> Additional material. <b>Guangxi:</b> 2♀, Mulun, 280 m, 12.VIII.2011, leg. SL Hao & YH Sun, slide Nos. LHY21367, LHY21368; 2 ♁ 1♀, Mt. Dayao (24.14°N, 110.09°E), Jinxiu, 823 m, 18‒20.VII.2015, leg. MJ Qi & SN Zhao, slide Nos. LHY21352♁, LHY21353 ♀, LHY21666♁; 1♀, Jiuniutang (25.88°N, 111.49°E), Mt. Mao’er, 1219 m, 15.VIII.2020, leg. H Sun <i>et al</i>., slide No. LHY21360; 14 ♁ 2♀, Mt. Dayao (24.14°N, 110.24°E), Jinxiu, 578 m, 22.VII.2022, leg. H Sun <i>et al</i>., slide Nos. LHY21605♁, LHY21606♁, LHY21669 ♀; <b>Hainan:</b> 1 ♁ 1♀, Mt. Wuzhi, 700 m, 19. V.2007, leg. ZW Zhang & WC Li, slide Nos. JQ 09002♁, JQ09014 ♀; 1♁, Limushan Forest Park, 610 m, 4. V.2017, leg. XF Yang, slide No. LHY21473.</p> <p> <b>Diagnosis.</b> <i>Thecobathra latibasis</i> can be distinguished from its congeners by the small and short socius, the valva with a broadly expanded base, and the long, curved spine of the proximal process in the male genitalia (Fan <i>et al</i>. 2008: 18, fig. 11); in the female genitalia by the lamella postvaginalis being a pair of widely remote processes.</p> <p> <b>Description.</b> Adult. Wingspan 14.0– 14.5 mm.</p> <p> <i>Female genitalia</i> (Fig. 26). Papillae anales broad, covered with long setae. Apophyses posteriores 1.8 times length of apophyses anteriores. Lamella postvaginalis composed of paired small, widely remote, rounded processes. Antrum sclerotized, narrowed anteriorly. Ductus bursae 2 times length of corpus bursae, posterior half sclerotized, anterior half membranous. Corpus bursae round; signum narrowed to posterior 2/5, anterior 3/5 uniformly, flange spine-shaped, narrowed to pointed apex.</p> <p> <b>Distribution.</b> China (Guangxi, Hainan).</p> <p> <b>Note.</b> The female is described for the first time.</p>Published as part of <i>Liu, Haoyu & Wang, Shuxia, 2023, Taxonomic study of the genus Thecobathra Meyrick (Lepidoptera: Yponomeutidae) in China, with descriptions of eight new species, pp. 483-508 in Zootaxa 5325 (4)</i> on page 491, DOI: 10.11646/zootaxa.5325.4.2, <a href="http://zenodo.org/record/8243618">http://zenodo.org/record/8243618</a&gt

    Thecobathra longisaccata Fan, Jin et Li 2008

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    <i>Thecobathra longisaccata</i> Fan, Jin <i>et</i> Li, 2008 <p>(Fig. 27)</p> <p> <i>Thecobathra longisaccata</i> Fan, Jin <i>et</i> Li, 2008: 17. TL: China (Yunnan). TD: NKU.</p> <p> <b>Material examined.</b> <b>CHINA, Yunnan:</b> Holotype ♁, Ruili Rare Botanical Garden (24.00°N, 97.08°E), 1000 m, 6.VIII.2005, leg. YD Ren, slide No. FXM06051.</p> <p> Additional material. <b>Xizang:</b> 2♁, Gelin Village (29.25°N, 95.19°E), Beibeng Town, Motuo County, 894 m, 14.VIII.2017, leg. MJ Qi & XF Yang, slide Nos. LHY21069, LHY21070; 4♁, Gelin Village (29.25°N, 95.19°E), Beibeng Town, Motuo County, 1063 m, 29.VII.2018, leg. MJ Qi, slide Nos. LHY21075, LHY21097, LHY21099, LHY21100; 1♁ 1♀, Beibeng Town (29.24°N, 95.17°E), Motuo County, 750 m, 31.VII‒1.VIII.2018, leg. MJ Qi, slide No. LHY21073 ♀, LHY21074♁.</p> <p> <b>Diagnosis.</b> <i>Thecobathra longisaccata</i> is diagnosed in the male genitalia by the large subtriangular valva, and the saccus longer than the aedeagus (Fan <i>et al</i>. 2008: 18, fig. 10); in the female genitalia by the U-shaped lamella postvaginalis.</p> <p> <b>Description.</b> Adult. Wingspan 14.0‒16.0 mm.</p> <p> <i>Female genitalia</i> (Fig. 27). Apophyses posteriores 2 times length of apophyses anteriores. Ventral arms of apophyses anteriores connected with lamella postvaginalis. Lamella postvaginalis large, U-shaped, with each arm widened medially, narrowed to pointed apex distally. Antrum heavily sclerotized, 1/6 length of ductus bursae. Ductus bursae parallel-sided, heavily sclerotized, with dense granules on posterior half. Corpus bursae membranous; signum posteriorly wide, with a large, broad band much longer than two lateral flanges together, anteriorly slender, lateral flange short, spine-shaped.</p> <p> <b>Distribution.</b> China (Xizang, Yunnan).</p> <p> <b>Note.</b> The female is described for the first time.</p>Published as part of <i>Liu, Haoyu & Wang, Shuxia, 2023, Taxonomic study of the genus Thecobathra Meyrick (Lepidoptera: Yponomeutidae) in China, with descriptions of eight new species, pp. 483-508 in Zootaxa 5325 (4)</i> on pages 491-492, DOI: 10.11646/zootaxa.5325.4.2, <a href="http://zenodo.org/record/8243618">http://zenodo.org/record/8243618</a&gt

    Supplementary Materials

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    Somatic Mutations and Clinical Features of Follicular Variant Papillary Thyroid Carcinoma: A Systematic Review and Meta-Analysis Authored by Qinghua Fan; Yi Zhang; Lulu Huang; Xiuming Feng; Yuan Zheng; Huijiao Zhou; Yuwei Jiang; Haoyu Wang; Fei Wang; Xiangzhi Li; Xiaobo Yang</p

    Thecobathra acrivalvata Fan, Jin et Li 2008

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    &lt;i&gt;Thecobathra acrivalvata&lt;/i&gt; Fan, Jin &lt;i&gt;et&lt;/i&gt; Li, 2008 &lt;p&gt;(Fig. 22)&lt;/p&gt; &lt;p&gt; &lt;i&gt;Thecobathra acrivalvata&lt;/i&gt; Fan, Jin &lt;i&gt;et&lt;/i&gt; Li, 2008: 19. TL: China (Guizhou). TD: NKU.&lt;/p&gt; &lt;p&gt; &lt;b&gt;Material examined.&lt;/b&gt; &lt;b&gt;CHINA, Guizhou:&lt;/b&gt; Holotype ♁, Mt. Fanjing (27.92&deg;N, 108.68&deg;E), 530 m, 2.VI.2002, leg. XP Wang, slide No. FXM06054.&lt;/p&gt; &lt;p&gt; Additional material. &lt;b&gt;Hunan:&lt;/b&gt; 1♁, Liyuan (26.30&deg;N, 111.44&deg;E), Mt. Jintong, Chengbu County, 604 m, 16.VIII.2018, leg. S Yu &lt;i&gt;et al&lt;/i&gt;., slide No. LHY21319; &lt;b&gt;Xizang:&lt;/b&gt; 1♁, Yigong Town (32.97&deg;N, 104.10&deg;E), Bomi County, 2230 m, 4.VIII.2017, leg. MJ Qi &amp; XF Yang, slide No. LHY21081; 3♁ 1&female;, 80K (29.66&deg;N, 95.49&deg;E), Motuo County, 2076 m, 26.VII‒6.VIII.2018, leg. MJ Qi, slide Nos. LHY21040♁, LHY21063♁, LHY21064♁; 2♁, Tongmai Town (30.10&deg;N, 95.08&deg;E), Bomi County, 2029 m, 13‒15.VIII.2018, leg. MJ Qi, slide Nos. LHY21094, LHY21095; &lt;b&gt;Zhejiang:&lt;/b&gt; 5♁ 2&female;, Jiufu Village (30.09&deg;N, 118.93&deg;E), Mt. Longtang, 520 m, 27‒30.VII.2014, leg. AH Yin &lt;i&gt;et al&lt;/i&gt;., slide Nos. LHY21210♁, LHY21211♁, LHY21212♁, LHY21213♁, LHY21215 &female;, LHY21216♁, LHY21217 &female;; 2♁, Mt. Gutian (29.24&deg;N, 118.11&deg;E), Quzhou, 412 m, 24.VIII.2017, leg. SN Qian &lt;i&gt;et al&lt;/i&gt;., slide No. LHY21258; 5♁ 1&female;, Mt. Gutian (29.14&deg;N, 118.07&deg;E), Kaihua County, 416 m, 13‒15.VIII.2018, leg. S Yu &lt;i&gt;et al&lt;/i&gt;., slide Nos. LHY21178♁, LHY21183 &female;, LHY21184♁, LHY21185♁.&lt;/p&gt; &lt;p&gt; &lt;b&gt;Diagnosis.&lt;/b&gt; &lt;i&gt;Thecobathra acrivalvata&lt;/i&gt; is similar to &lt;i&gt;T. albana&lt;/i&gt; Liu, 1980. It can be distinguished by the outer margin of the socius obtusely produced between middle and distal 1/4, and the valva concave on the ventral margin beyond end of the sacculus (Fan &lt;i&gt;et al&lt;/i&gt;. 2008: 21, fig. 12). In &lt;i&gt;T&lt;/i&gt;. &lt;i&gt;albana&lt;/i&gt;, the socius is subparallel-sided in basal 3/4 and narrowed from distal 1/4 to apex, and the valva is not concave on the ventral margin (Fig. 11).&lt;/p&gt; &lt;p&gt; &lt;b&gt;Description.&lt;/b&gt; Adult. Wingspan 13.0‒ 15.5 mm.&lt;/p&gt; &lt;p&gt; &lt;i&gt;Female genitalia&lt;/i&gt; (Fig. 22). Apophyses posteriores 1.5 times length of apophyses anteriores. Ventral arms of apophyses anteriores connected with lamella postvaginalis. Lamella postvaginalis broadly and shallowly concave medially on posterior margin, forming two mound-shaped lobes lined with long setae. Antrum 1/4 length of ductus bursae, slightly narrower than ductus bursae. Ductus bursae twice length of corpus bursae, sclerotized in posterior 1/3. Corpus bursae round; signum with lateral flange from broad base narrowed to obutse apex.&lt;/p&gt; &lt;p&gt; &lt;b&gt;Distribution.&lt;/b&gt; China (Guizhou, Hunan, Xizang, Zhejiang).&lt;/p&gt; &lt;p&gt; &lt;b&gt;Note.&lt;/b&gt; The female is described for the first time.&lt;/p&gt;Published as part of &lt;i&gt;Liu, Haoyu &amp; Wang, Shuxia, 2023, Taxonomic study of the genus Thecobathra Meyrick (Lepidoptera: Yponomeutidae) in China, with descriptions of eight new species, pp. 483-508 in Zootaxa 5325 (4)&lt;/i&gt; on page 486, DOI: 10.11646/zootaxa.5325.4.2, &lt;a href="http://zenodo.org/record/8243618"&gt;http://zenodo.org/record/8243618&lt;/a&gt

    Passive photonic integrated ratiometric wavelength monitor with resolution better than 15 pm

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    This paper presents a compact and low-loss photonic integrated device consistingof a Y-branch and a pair of multimode interferometers (MMI) for a ratiometric wavelength monitoring around 1550 nm on silicon-on-insulator (SOI) technique. Two MMIs are designed in terms of width and length to achieve overlapping but opposite slope spectral responses used as two edge filters over a wavelength measurement range from 1500 nm to 1600 nm. The developed integrated photonic ratiometric structure demonstrates a suitable discrimination range for a high-speed passive wavelength measurement, with a high resolution better than 15 pm over a 100 nm wavelength range

    FIGURE 4 in Two new species of Butyriboletus from China

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    FIGURE 4. Morphological features of Butyriboletus sinoregius, a. Basidiome (holotype BJTC FM755), b. Basidiomes (BJTC FM1103) c. Pleurocystidia d. Basidiospores e. Pileipellis f. Stipitipellis. g. Basidia and two pleurocystidia. Scale bars: a, b = 1 cm, c, d, f = 5 μm, e = 30 μm, g = 10 μm. Drawings by Haoyu Fu.Published as part of Fu, Hao-Yu, Li, Ting & Fan, Li, 2022, Two new species of Butyriboletus from China, pp. 207-219 in Phytotaxa 544 (2) on page 216, DOI: 10.11646/phytotaxa.544.2.7, http://zenodo.org/record/650392

    FIGURE 3 in Two new species of Butyriboletus from China

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    FIGURE 3. Morphological features of Butyriboletus brunneoides. a. Basidiomes (BJTC FM1816, holotype), b. Stipitipellis. c. Pileipellis d. Basidiospores e. Cheilocystidia f. Basidia and a pleurocystidium g. Pleurocystidia. Scale bars: a = 2 cm, b, c = 20 μm, d, e, f = 5 μm, g = 10 μm. Drawings by Haoyu Fu.Published as part of Fu, Hao-Yu, Li, Ting & Fan, Li, 2022, Two new species of Butyriboletus from China, pp. 207-219 in Phytotaxa 544 (2) on page 214, DOI: 10.11646/phytotaxa.544.2.7, http://zenodo.org/record/650392

    Optimization Design of Anti-Dust Accumulation Centrifugal Fan Using Genetic Algorithm

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    Centrifugal fans are widely used in different fields. The working fluid with high concentration of dust or coal ash could result in accumulations of dust or ash on the surface of impellor. Consequently, the fan or process system often has to be shut down unplanned to clean the dust or ash, to prevent harmful vibration of the rotor. In this paper, the main accumulating positions of dust and ash in impellor were firstly summarized. Then, a model of dust particle adhesion force judgment was established on the basis of static force analysis. Base on the analysis result, the influences of blade angle and blade radii on the dust-accumulating positions were discussed, which conformed to practical observations. After that, there introduces a low flow rate fan which cannot even be used in practical applications due to its inferior dust anti-adhesion ability. For this case, an optimization design with eight control variables was proposed to improve its anti-adhesion ability and efficiency. After six generations of optimization, the optimized results were clustered to two domains. Therefore, the searching areas were limited down to two areas which are determined by using clustering method in order to speed up the optimization process. The results of the numerical simulation of the gas-solid two-phase flow based on discrete phase model (DPM) showed that the new fan can run stably for a long-term.</jats:p
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