id sid tid token lemma pos h415p843p2c 1 1 this this DET h415p843p2c 1 2 dissertation dissertation NOUN h415p843p2c 1 3 studies study VERB h415p843p2c 1 4 the the DET h415p843p2c 1 5 concept concept NOUN h415p843p2c 1 6 of of ADP h415p843p2c 1 7 dissipativity dissipativity NOUN h415p843p2c 1 8 and and CCONJ h415p843p2c 1 9 passivity passivity NOUN h415p843p2c 1 10 , , PUNCT h415p843p2c 1 11 in in ADP h415p843p2c 1 12 theory theory NOUN h415p843p2c 1 13 , , PUNCT h415p843p2c 1 14 in in ADP h415p843p2c 1 15 practice practice NOUN h415p843p2c 1 16 , , PUNCT h415p843p2c 1 17 and and CCONJ h415p843p2c 1 18 in in ADP h415p843p2c 1 19 design design NOUN h415p843p2c 1 20 of of ADP h415p843p2c 1 21 control control NOUN h415p843p2c 1 22 systems system NOUN h415p843p2c 1 23 . . PUNCT h415p843p2c 2 1 to to ADP h415p843p2c 2 2 this this DET h415p843p2c 2 3 end end NOUN h415p843p2c 2 4 , , PUNCT h415p843p2c 2 5 the the DET h415p843p2c 2 6 passivity passivity NOUN h415p843p2c 2 7 - - PUNCT h415p843p2c 2 8 based base VERB h415p843p2c 2 9 approach approach NOUN h415p843p2c 2 10 is be AUX h415p843p2c 2 11 applied apply VERB h415p843p2c 2 12 to to ADP h415p843p2c 2 13 the the DET h415p843p2c 2 14 control control NOUN h415p843p2c 2 15 of of ADP h415p843p2c 2 16 various various ADJ h415p843p2c 2 17 types type NOUN h415p843p2c 2 18 of of ADP h415p843p2c 2 19 challenging challenge VERB h415p843p2c 2 20 problems problem NOUN h415p843p2c 2 21 in in ADP h415p843p2c 2 22 control control NOUN h415p843p2c 2 23 systems system NOUN h415p843p2c 2 24 such such ADJ h415p843p2c 2 25 as as ADP h415p843p2c 2 26 symmetric symmetric ADJ h415p843p2c 2 27 systems system NOUN h415p843p2c 2 28 , , PUNCT h415p843p2c 2 29 switched switch VERB h415p843p2c 2 30 systems system NOUN h415p843p2c 2 31 , , PUNCT h415p843p2c 2 32 and and CCONJ h415p843p2c 2 33 the the DET h415p843p2c 2 34 automatic automatic ADJ h415p843p2c 2 35 cycle cycle NOUN h415p843p2c 2 36 - - PUNCT h415p843p2c 2 37 rider rider NOUN h415p843p2c 2 38 systems system NOUN h415p843p2c 2 39 . . PUNCT h415p843p2c 3 1 dissipativity dissipativity NOUN h415p843p2c 3 2 / / SYM h415p843p2c 3 3 passivity passivity NOUN h415p843p2c 3 4 - - PUNCT h415p843p2c 3 5 based base VERB h415p843p2c 3 6 control control NOUN h415p843p2c 3 7 approaches approach NOUN h415p843p2c 3 8 , , PUNCT h415p843p2c 3 9 referred refer VERB h415p843p2c 3 10 to to ADP h415p843p2c 3 11 as as ADP h415p843p2c 3 12 energy energy NOUN h415p843p2c 3 13 - - PUNCT h415p843p2c 3 14 based base VERB h415p843p2c 3 15 control control NOUN h415p843p2c 3 16 approaches approach NOUN h415p843p2c 3 17 , , PUNCT h415p843p2c 3 18 play play VERB h415p843p2c 3 19 an an DET h415p843p2c 3 20 important important ADJ h415p843p2c 3 21 role role NOUN h415p843p2c 3 22 in in ADP h415p843p2c 3 23 the the DET h415p843p2c 3 24 analysis analysis NOUN h415p843p2c 3 25 and and CCONJ h415p843p2c 3 26 synthesis synthesis NOUN h415p843p2c 3 27 of of ADP h415p843p2c 3 28 dynamical dynamical ADJ h415p843p2c 3 29 control control NOUN h415p843p2c 3 30 systems system NOUN h415p843p2c 3 31 . . PUNCT h415p843p2c 4 1 in in ADP h415p843p2c 4 2 these these DET h415p843p2c 4 3 approaches approach NOUN h415p843p2c 4 4 , , PUNCT h415p843p2c 4 5 the the DET h415p843p2c 4 6 manner manner NOUN h415p843p2c 4 7 of of ADP h415p843p2c 4 8 energy energy NOUN h415p843p2c 4 9 exchange exchange NOUN h415p843p2c 4 10 between between ADP h415p843p2c 4 11 different different ADJ h415p843p2c 4 12 components component NOUN h415p843p2c 4 13 of of ADP h415p843p2c 4 14 the the DET h415p843p2c 4 15 system system NOUN h415p843p2c 4 16 is be AUX h415p843p2c 4 17 analyzed analyze VERB h415p843p2c 4 18 . . PUNCT h415p843p2c 5 1 in in ADP h415p843p2c 5 2 addition addition NOUN h415p843p2c 5 3 to to ADP h415p843p2c 5 4 the the DET h415p843p2c 5 5 direct direct ADJ h415p843p2c 5 6 connection connection NOUN h415p843p2c 5 7 of of ADP h415p843p2c 5 8 the the DET h415p843p2c 5 9 passivity passivity NOUN h415p843p2c 5 10 and and CCONJ h415p843p2c 5 11 stability stability NOUN h415p843p2c 5 12 concepts concept NOUN h415p843p2c 5 13 , , PUNCT h415p843p2c 5 14 the the DET h415p843p2c 5 15 passivity passivity NOUN h415p843p2c 5 16 and and CCONJ h415p843p2c 5 17 dissipativity dissipativity NOUN h415p843p2c 5 18 - - PUNCT h415p843p2c 5 19 based base VERB h415p843p2c 5 20 approaches approach NOUN h415p843p2c 5 21 provide provide VERB h415p843p2c 5 22 numerous numerous ADJ h415p843p2c 5 23 advantages advantage NOUN h415p843p2c 5 24 including include VERB h415p843p2c 5 25 conserved conserved ADJ h415p843p2c 5 26 passivity passivity NOUN h415p843p2c 5 27 of of ADP h415p843p2c 5 28 interconnected interconnect VERB h415p843p2c 5 29 systems system NOUN h415p843p2c 5 30 and and CCONJ h415p843p2c 5 31 guaranteed guarantee VERB h415p843p2c 5 32 stability stability NOUN h415p843p2c 5 33 of of ADP h415p843p2c 5 34 closed closed ADJ h415p843p2c 5 35 loop loop NOUN h415p843p2c 5 36 systems system NOUN h415p843p2c 5 37 . . PUNCT h415p843p2c 6 1 this this DET h415p843p2c 6 2 dissertation dissertation NOUN h415p843p2c 6 3 contains contain VERB h415p843p2c 6 4 three three NUM h415p843p2c 6 5 major major ADJ h415p843p2c 6 6 topics topic NOUN h415p843p2c 6 7 all all PRON h415p843p2c 6 8 linked link VERB h415p843p2c 6 9 to to ADP h415p843p2c 6 10 the the DET h415p843p2c 6 11 dissipativity dissipativity NOUN h415p843p2c 6 12 / / SYM h415p843p2c 6 13 passivity passivity NOUN h415p843p2c 6 14 concept concept NOUN h415p843p2c 6 15 . . PUNCT h415p843p2c 7 1 the the DET h415p843p2c 7 2 stability stability NOUN h415p843p2c 7 3 and and CCONJ h415p843p2c 7 4 dissipativity dissipativity NOUN h415p843p2c 7 5 of of ADP h415p843p2c 7 6 multi multi ADJ h415p843p2c 7 7 - - ADJ h415p843p2c 7 8 agent agent ADJ h415p843p2c 7 9 systems system NOUN h415p843p2c 7 10 connected connect VERB h415p843p2c 7 11 in in ADP h415p843p2c 7 12 different different ADJ h415p843p2c 7 13 symmetry symmetry NOUN h415p843p2c 7 14 configurations configuration NOUN h415p843p2c 7 15 are be AUX h415p843p2c 7 16 studied study VERB h415p843p2c 7 17 from from ADP h415p843p2c 7 18 a a DET h415p843p2c 7 19 theoretical theoretical ADJ h415p843p2c 7 20 point point NOUN h415p843p2c 7 21 of of ADP h415p843p2c 7 22 view view NOUN h415p843p2c 7 23 . . PUNCT h415p843p2c 8 1 the the DET h415p843p2c 8 2 concept concept NOUN h415p843p2c 8 3 of of ADP h415p843p2c 8 4 symmetry symmetry NOUN h415p843p2c 8 5 is be AUX h415p843p2c 8 6 employed employ VERB h415p843p2c 8 7 as as ADP h415p843p2c 8 8 a a DET h415p843p2c 8 9 powerful powerful ADJ h415p843p2c 8 10 tool tool NOUN h415p843p2c 8 11 to to PART h415p843p2c 8 12 overcome overcome VERB h415p843p2c 8 13 the the DET h415p843p2c 8 14 complexity complexity NOUN h415p843p2c 8 15 of of ADP h415p843p2c 8 16 multi multi ADJ h415p843p2c 8 17 - - ADJ h415p843p2c 8 18 agent agent ADJ h415p843p2c 8 19 systems system NOUN h415p843p2c 8 20 by by ADP h415p843p2c 8 21 reducing reduce VERB h415p843p2c 8 22 the the DET h415p843p2c 8 23 number number NOUN h415p843p2c 8 24 of of ADP h415p843p2c 8 25 multiple multiple ADJ h415p843p2c 8 26 interconnections interconnection NOUN h415p843p2c 8 27 . . PUNCT h415p843p2c 9 1 both both PRON h415p843p2c 9 2 , , PUNCT h415p843p2c 9 3 stability stability NOUN h415p843p2c 9 4 conditions condition NOUN h415p843p2c 9 5 and and CCONJ h415p843p2c 9 6 passivity passivity NOUN h415p843p2c 9 7 properties property NOUN h415p843p2c 9 8 of of ADP h415p843p2c 9 9 cyclic cyclic NOUN h415p843p2c 9 10 and and CCONJ h415p843p2c 9 11 star star NOUN h415p843p2c 9 12 - - PUNCT h415p843p2c 9 13 shaped shape VERB h415p843p2c 9 14 symmetric symmetric ADJ h415p843p2c 9 15 systems system NOUN h415p843p2c 9 16 are be AUX h415p843p2c 9 17 explored explore VERB h415p843p2c 9 18 . . PUNCT h415p843p2c 10 1 in in ADP h415p843p2c 10 2 addition addition NOUN h415p843p2c 10 3 , , PUNCT h415p843p2c 10 4 we we PRON h415p843p2c 10 5 employ employ VERB h415p843p2c 10 6 energy energy NOUN h415p843p2c 10 7 - - PUNCT h415p843p2c 10 8 based base VERB h415p843p2c 10 9 approaches approach NOUN h415p843p2c 10 10 using use VERB h415p843p2c 10 11 an an DET h415p843p2c 10 12 enhanced enhanced ADJ h415p843p2c 10 13 passivation passivation NOUN h415p843p2c 10 14 method method NOUN h415p843p2c 10 15 in in ADP h415p843p2c 10 16 the the DET h415p843p2c 10 17 design design NOUN h415p843p2c 10 18 of of ADP h415p843p2c 10 19 switched switch VERB h415p843p2c 10 20 controllers controller NOUN h415p843p2c 10 21 to to PART h415p843p2c 10 22 circumvent circumvent VERB h415p843p2c 10 23 the the DET h415p843p2c 10 24 challenges challenge NOUN h415p843p2c 10 25 of of ADP h415p843p2c 10 26 traditional traditional ADJ h415p843p2c 10 27 methods method NOUN h415p843p2c 10 28 . . PUNCT h415p843p2c 11 1 moreover moreover ADV h415p843p2c 11 2 , , PUNCT h415p843p2c 11 3 to to PART h415p843p2c 11 4 guarantee guarantee VERB h415p843p2c 11 5 the the DET h415p843p2c 11 6 desirable desirable ADJ h415p843p2c 11 7 performance performance NOUN h415p843p2c 11 8 and and CCONJ h415p843p2c 11 9 stability stability NOUN h415p843p2c 11 10 for for ADP h415p843p2c 11 11 switched switch VERB h415p843p2c 11 12 controllers controller NOUN h415p843p2c 11 13 , , PUNCT h415p843p2c 11 14 our our PRON h415p843p2c 11 15 approach approach NOUN h415p843p2c 11 16 provides provide VERB h415p843p2c 11 17 new new ADJ h415p843p2c 11 18 insights insight NOUN h415p843p2c 11 19 in in ADP h415p843p2c 11 20 extending extend VERB h415p843p2c 11 21 the the DET h415p843p2c 11 22 notion notion NOUN h415p843p2c 11 23 of of ADP h415p843p2c 11 24 passivity passivity NOUN h415p843p2c 11 25 to to PART h415p843p2c 11 26 hybrid hybrid VERB h415p843p2c 11 27 systems.in systems.in NUM h415p843p2c 11 28 practical practical ADJ h415p843p2c 11 29 applications application NOUN h415p843p2c 11 30 , , PUNCT h415p843p2c 11 31 motion motion NOUN h415p843p2c 11 32 cycling cycling NOUN h415p843p2c 11 33 system system NOUN h415p843p2c 11 34 is be AUX h415p843p2c 11 35 considered consider VERB h415p843p2c 11 36 . . PUNCT h415p843p2c 12 1 combination combination NOUN h415p843p2c 12 2 of of ADP h415p843p2c 12 3 learnability learnability NOUN h415p843p2c 12 4 and and CCONJ h415p843p2c 12 5 passivity passivity NOUN h415p843p2c 12 6 concepts concept NOUN h415p843p2c 12 7 are be AUX h415p843p2c 12 8 applied apply VERB h415p843p2c 12 9 to to ADP h415p843p2c 12 10 the the DET h415p843p2c 12 11 state state NOUN h415p843p2c 12 12 - - PUNCT h415p843p2c 12 13 dependent dependent ADJ h415p843p2c 12 14 switched switch VERB h415p843p2c 12 15 cycle cycle NOUN h415p843p2c 12 16 - - PUNCT h415p843p2c 12 17 rider rider NOUN h415p843p2c 12 18 system system NOUN h415p843p2c 12 19 , , PUNCT h415p843p2c 12 20 induced induce VERB h415p843p2c 12 21 by by ADP h415p843p2c 12 22 functional functional ADJ h415p843p2c 12 23 electrical electrical ADJ h415p843p2c 12 24 stimulation stimulation NOUN h415p843p2c 12 25 ( ( PUNCT h415p843p2c 12 26 fes fes NOUN h415p843p2c 12 27 ) ) PUNCT h415p843p2c 12 28 of of ADP h415p843p2c 12 29 lower low ADJ h415p843p2c 12 30 muscles muscle NOUN h415p843p2c 12 31 with with ADP h415p843p2c 12 32 the the DET h415p843p2c 12 33 assistance assistance NOUN h415p843p2c 12 34 of of ADP h415p843p2c 12 35 an an DET h415p843p2c 12 36 electric electric ADJ h415p843p2c 12 37 motor motor NOUN h415p843p2c 12 38 . . PUNCT h415p843p2c 13 1 the the DET h415p843p2c 13 2 fes fes PROPN h415p843p2c 13 3 cycling cycling NOUN h415p843p2c 13 4 exercise exercise NOUN h415p843p2c 13 5 has have VERB h415p843p2c 13 6 therapeutic therapeutic ADJ h415p843p2c 13 7 applications application NOUN h415p843p2c 13 8 in in ADP h415p843p2c 13 9 the the DET h415p843p2c 13 10 rehabilitation rehabilitation NOUN h415p843p2c 13 11 of of ADP h415p843p2c 13 12 people people NOUN h415p843p2c 13 13 who who PRON h415p843p2c 13 14 suffer suffer VERB h415p843p2c 13 15 from from ADP h415p843p2c 13 16 paraplegia paraplegia NOUN h415p843p2c 13 17 due due ADP h415p843p2c 13 18 to to ADP h415p843p2c 13 19 the the DET h415p843p2c 13 20 stroke stroke NOUN h415p843p2c 13 21 , , PUNCT h415p843p2c 13 22 or or CCONJ h415p843p2c 13 23 spinal spinal ADJ h415p843p2c 13 24 cord cord NOUN h415p843p2c 13 25 - - PUNCT h415p843p2c 13 26 injury injury NOUN h415p843p2c 13 27 . . PUNCT h415p843p2c 14 1 in in ADP h415p843p2c 14 2 this this DET h415p843p2c 14 3 novel novel ADJ h415p843p2c 14 4 approach approach NOUN h415p843p2c 14 5 , , PUNCT h415p843p2c 14 6 the the DET h415p843p2c 14 7 iterative iterative ADJ h415p843p2c 14 8 learning learning NOUN h415p843p2c 14 9 control control NOUN h415p843p2c 14 10 ( ( PUNCT h415p843p2c 14 11 ilc ilc PROPN h415p843p2c 14 12 ) ) PUNCT h415p843p2c 14 13 scheme scheme NOUN h415p843p2c 14 14 is be AUX h415p843p2c 14 15 utilized utilize VERB h415p843p2c 14 16 which which PRON h415p843p2c 14 17 benefits benefit NOUN h415p843p2c 14 18 from from ADP h415p843p2c 14 19 the the DET h415p843p2c 14 20 passivity passivity NOUN h415p843p2c 14 21 property property NOUN h415p843p2c 14 22 of of ADP h415p843p2c 14 23 the the DET h415p843p2c 14 24 closed closed ADJ h415p843p2c 14 25 - - PUNCT h415p843p2c 14 26 loop loop NOUN h415p843p2c 14 27 dynamics dynamic NOUN h415p843p2c 14 28 to to PART h415p843p2c 14 29 reject reject VERB h415p843p2c 14 30 the the DET h415p843p2c 14 31 nonlinearity nonlinearity NOUN h415p843p2c 14 32 and and CCONJ h415p843p2c 14 33 uncertainty uncertainty NOUN h415p843p2c 14 34 of of ADP h415p843p2c 14 35 the the DET h415p843p2c 14 36 dynamics dynamic NOUN h415p843p2c 14 37 and and CCONJ h415p843p2c 14 38 to to PART h415p843p2c 14 39 achieve achieve VERB h415p843p2c 14 40 the the DET h415p843p2c 14 41 desired desire VERB h415p843p2c 14 42 tracking tracking NOUN h415p843p2c 14 43 performance performance NOUN h415p843p2c 14 44 after after ADP h415p843p2c 14 45 certain certain ADJ h415p843p2c 14 46 cycling cycling NOUN h415p843p2c 14 47 trials trial NOUN h415p843p2c 14 48 . . PUNCT h415p843p2c 15 1 overall overall ADV h415p843p2c 15 2 , , PUNCT h415p843p2c 15 3 this this DET h415p843p2c 15 4 dissertation dissertation NOUN h415p843p2c 15 5 considers consider VERB h415p843p2c 15 6 energy energy NOUN h415p843p2c 15 7 - - PUNCT h415p843p2c 15 8 based base VERB h415p843p2c 15 9 control control NOUN h415p843p2c 15 10 methods method NOUN h415p843p2c 15 11 to to PART h415p843p2c 15 12 address address VERB h415p843p2c 15 13 both both PRON h415p843p2c 15 14 theoretical theoretical ADJ h415p843p2c 15 15 ( ( PUNCT h415p843p2c 15 16 symmetric symmetric ADJ h415p843p2c 15 17 and and CCONJ h415p843p2c 15 18 hybrid hybrid ADJ h415p843p2c 15 19 systems system NOUN h415p843p2c 15 20 ) ) PUNCT h415p843p2c 15 21 and and CCONJ h415p843p2c 15 22 practical practical ADJ h415p843p2c 15 23 ( ( PUNCT h415p843p2c 15 24 functional functional ADJ h415p843p2c 15 25 electrical electrical ADJ h415p843p2c 15 26 stimulation stimulation NOUN h415p843p2c 15 27 ) ) PUNCT h415p843p2c 15 28 problems problem NOUN h415p843p2c 15 29 and and CCONJ h415p843p2c 15 30 makes make VERB h415p843p2c 15 31 important important ADJ h415p843p2c 15 32 contributions contribution NOUN h415p843p2c 15 33 to to ADP h415p843p2c 15 34 the the DET h415p843p2c 15 35 stability stability NOUN h415p843p2c 15 36 and and CCONJ h415p843p2c 15 37 performance performance NOUN h415p843p2c 15 38 of of ADP h415p843p2c 15 39 nonlinear nonlinear ADJ h415p843p2c 15 40 control control NOUN h415p843p2c 15 41 systems system NOUN h415p843p2c 15 42 . . PUNCT