id sid tid token lemma pos mp48sb41j13 1 1 a a DET mp48sb41j13 1 2 method method NOUN mp48sb41j13 1 3 for for ADP mp48sb41j13 1 4 distributed distribute VERB mp48sb41j13 1 5 information information NOUN mp48sb41j13 1 6 processing processing NOUN mp48sb41j13 1 7 in in ADP mp48sb41j13 1 8 rectangular rectangular ADJ mp48sb41j13 1 9 grid grid NOUN mp48sb41j13 1 10 based base VERB mp48sb41j13 1 11 wireless wireless ADJ mp48sb41j13 1 12 sensor sensor NOUN mp48sb41j13 1 13 networks network NOUN mp48sb41j13 1 14 is be AUX mp48sb41j13 1 15 presented present VERB mp48sb41j13 1 16 , , PUNCT mp48sb41j13 1 17 employing employ VERB mp48sb41j13 1 18 the the DET mp48sb41j13 1 19 givone givone NOUN mp48sb41j13 1 20 - - PUNCT mp48sb41j13 1 21 roesser roesser PROPN mp48sb41j13 1 22 and and CCONJ mp48sb41j13 1 23 the the DET mp48sb41j13 1 24 fornasini fornasini PROPN mp48sb41j13 1 25 - - PUNCT mp48sb41j13 1 26 marchesini marchesini NOUN mp48sb41j13 1 27 state state NOUN mp48sb41j13 1 28 space space NOUN mp48sb41j13 1 29 models model NOUN mp48sb41j13 1 30 for for ADP mp48sb41j13 1 31 m m NOUN mp48sb41j13 1 32 - - PUNCT mp48sb41j13 1 33 d d NOUN mp48sb41j13 1 34 systems system NOUN mp48sb41j13 1 35 . . PUNCT mp48sb41j13 2 1 it it PRON mp48sb41j13 2 2 can can AUX mp48sb41j13 2 3 be be AUX mp48sb41j13 2 4 used use VERB mp48sb41j13 2 5 for for ADP mp48sb41j13 2 6 distributed distribute VERB mp48sb41j13 2 7 implementation implementation NOUN mp48sb41j13 2 8 of of ADP mp48sb41j13 2 9 any any DET mp48sb41j13 2 10 general general ADJ mp48sb41j13 2 11 linear linear ADJ mp48sb41j13 2 12 system system NOUN mp48sb41j13 2 13 on on ADP mp48sb41j13 2 14 a a DET mp48sb41j13 2 15 grid grid NOUN mp48sb41j13 2 16 sensor sensor NOUN mp48sb41j13 2 17 network network NOUN mp48sb41j13 2 18 . . PUNCT mp48sb41j13 3 1 the the DET mp48sb41j13 3 2 method method NOUN mp48sb41j13 3 3 is be AUX mp48sb41j13 3 4 highly highly ADV mp48sb41j13 3 5 scalable scalable ADJ mp48sb41j13 3 6 and and CCONJ mp48sb41j13 3 7 requires require VERB mp48sb41j13 3 8 only only ADV mp48sb41j13 3 9 communication communication NOUN mp48sb41j13 3 10 between between ADP mp48sb41j13 3 11 immediate immediate ADJ mp48sb41j13 3 12 neighbors neighbor NOUN mp48sb41j13 3 13 . . PUNCT mp48sb41j13 4 1 usage usage NOUN mp48sb41j13 4 2 of of ADP mp48sb41j13 4 3 finite finite ADJ mp48sb41j13 4 4 precision precision NOUN mp48sb41j13 4 5 schemes scheme NOUN mp48sb41j13 4 6 for for ADP mp48sb41j13 4 7 the the DET mp48sb41j13 4 8 representation representation NOUN mp48sb41j13 4 9 of of ADP mp48sb41j13 4 10 numbers number NOUN mp48sb41j13 4 11 and and CCONJ mp48sb41j13 4 12 computations computation NOUN mp48sb41j13 4 13 introduce introduce VERB mp48sb41j13 4 14 nonlinearities nonlinearitie NOUN mp48sb41j13 4 15 to to ADP mp48sb41j13 4 16 the the DET mp48sb41j13 4 17 otherwise otherwise ADV mp48sb41j13 4 18 linear linear ADJ mp48sb41j13 4 19 m m PROPN mp48sb41j13 4 20 - - PUNCT mp48sb41j13 4 21 d d NOUN mp48sb41j13 4 22 system system NOUN mp48sb41j13 4 23 models model NOUN mp48sb41j13 4 24 . . PUNCT mp48sb41j13 5 1 nonlinearities nonlinearitie NOUN mp48sb41j13 5 2 caused cause VERB mp48sb41j13 5 3 by by ADP mp48sb41j13 5 4 fixed fix VERB mp48sb41j13 5 5 point point NOUN mp48sb41j13 5 6 and and CCONJ mp48sb41j13 5 7 floating float VERB mp48sb41j13 5 8 point point NOUN mp48sb41j13 5 9 number number NOUN mp48sb41j13 5 10 representation representation NOUN mp48sb41j13 5 11 schemes scheme NOUN mp48sb41j13 5 12 used use VERB mp48sb41j13 5 13 for for ADP mp48sb41j13 5 14 in in ADP mp48sb41j13 5 15 node node PROPN mp48sb41j13 5 16 computations computation NOUN mp48sb41j13 5 17 and and CCONJ mp48sb41j13 5 18 inter inter ADJ mp48sb41j13 5 19 - - ADJ mp48sb41j13 5 20 node node ADJ mp48sb41j13 5 21 communication communication NOUN mp48sb41j13 5 22 are be AUX mp48sb41j13 5 23 modeled model VERB mp48sb41j13 5 24 . . PUNCT mp48sb41j13 6 1 stability stability NOUN mp48sb41j13 6 2 of of ADP mp48sb41j13 6 3 the the DET mp48sb41j13 6 4 system system NOUN mp48sb41j13 6 5 is be AUX mp48sb41j13 6 6 analyzed analyze VERB mp48sb41j13 6 7 with with ADP mp48sb41j13 6 8 special special ADJ mp48sb41j13 6 9 consideration consideration NOUN mp48sb41j13 6 10 given give VERB mp48sb41j13 6 11 to to ADP mp48sb41j13 6 12 the the DET mp48sb41j13 6 13 influence influence NOUN mp48sb41j13 6 14 of of ADP mp48sb41j13 6 15 inter inter ADJ mp48sb41j13 6 16 - - ADJ mp48sb41j13 6 17 node node ADJ mp48sb41j13 6 18 communication communication NOUN mp48sb41j13 6 19 on on ADP mp48sb41j13 6 20 system system NOUN mp48sb41j13 6 21 dynamics dynamic NOUN mp48sb41j13 6 22 . . PUNCT mp48sb41j13 7 1 necessary necessary ADJ mp48sb41j13 7 2 and and CCONJ mp48sb41j13 7 3 sufficient sufficient ADJ mp48sb41j13 7 4 conditions condition NOUN mp48sb41j13 7 5 for for ADP mp48sb41j13 7 6 the the DET mp48sb41j13 7 7 global global ADJ mp48sb41j13 7 8 asymptotic asymptotic ADJ mp48sb41j13 7 9 stability stability NOUN mp48sb41j13 7 10 under under ADP mp48sb41j13 7 11 both both DET mp48sb41j13 7 12 fixed fix VERB mp48sb41j13 7 13 point point NOUN mp48sb41j13 7 14 and and CCONJ mp48sb41j13 7 15 floating floating ADJ mp48sb41j13 7 16 point point NOUN mp48sb41j13 7 17 arithmetic arithmetic NOUN mp48sb41j13 7 18 is be AUX mp48sb41j13 7 19 derived derive VERB mp48sb41j13 7 20 . . PUNCT mp48sb41j13 8 1 it it PRON mp48sb41j13 8 2 has have AUX mp48sb41j13 8 3 been be AUX mp48sb41j13 8 4 shown show VERB mp48sb41j13 8 5 that that SCONJ mp48sb41j13 8 6 the the DET mp48sb41j13 8 7 global global ADJ mp48sb41j13 8 8 asymptotic asymptotic ADJ mp48sb41j13 8 9 stability stability NOUN mp48sb41j13 8 10 of of ADP mp48sb41j13 8 11 the the DET mp48sb41j13 8 12 sensor sensor NOUN mp48sb41j13 8 13 networks network NOUN mp48sb41j13 8 14 is be AUX mp48sb41j13 8 15 equivalent equivalent ADJ mp48sb41j13 8 16 to to ADP mp48sb41j13 8 17 that that PRON mp48sb41j13 8 18 of of ADP mp48sb41j13 8 19 a a DET mp48sb41j13 8 20 1 1 NUM mp48sb41j13 8 21 - - PUNCT mp48sb41j13 8 22 d d NOUN mp48sb41j13 8 23 system system NOUN mp48sb41j13 8 24 for for ADP mp48sb41j13 8 25 both both DET mp48sb41j13 8 26 the the DET mp48sb41j13 8 27 cases case NOUN mp48sb41j13 8 28 of of ADP mp48sb41j13 8 29 fixed fix VERB mp48sb41j13 8 30 point point NOUN mp48sb41j13 8 31 and and CCONJ mp48sb41j13 8 32 floating float VERB mp48sb41j13 8 33 number number NOUN mp48sb41j13 8 34 representation representation NOUN mp48sb41j13 8 35 . . PUNCT mp48sb41j13 9 1 issues issue NOUN mp48sb41j13 9 2 posed pose VERB mp48sb41j13 9 3 by by ADP mp48sb41j13 9 4 communication communication NOUN mp48sb41j13 9 5 time time NOUN mp48sb41j13 9 6 delay delay NOUN mp48sb41j13 9 7 , , PUNCT mp48sb41j13 9 8 in in ADP mp48sb41j13 9 9 real real ADJ mp48sb41j13 9 10 - - PUNCT mp48sb41j13 9 11 time time NOUN mp48sb41j13 9 12 implementation implementation NOUN mp48sb41j13 9 13 of of ADP mp48sb41j13 9 14 the the DET mp48sb41j13 9 15 proposed propose VERB mp48sb41j13 9 16 method method NOUN mp48sb41j13 9 17 , , PUNCT mp48sb41j13 9 18 are be AUX mp48sb41j13 9 19 discussed discuss VERB mp48sb41j13 9 20 . . PUNCT mp48sb41j13 10 1 it it PRON mp48sb41j13 10 2 is be AUX mp48sb41j13 10 3 shown show VERB mp48sb41j13 10 4 that that SCONJ mp48sb41j13 10 5 , , PUNCT mp48sb41j13 10 6 in in ADP mp48sb41j13 10 7 order order NOUN mp48sb41j13 10 8 to to PART mp48sb41j13 10 9 implement implement VERB mp48sb41j13 10 10 a a DET mp48sb41j13 10 11 real real ADJ mp48sb41j13 10 12 - - PUNCT mp48sb41j13 10 13 time time NOUN mp48sb41j13 10 14 sensor sensor NOUN mp48sb41j13 10 15 network network NOUN mp48sb41j13 10 16 , , PUNCT mp48sb41j13 10 17 system system NOUN mp48sb41j13 10 18 matrices matrix NOUN mp48sb41j13 10 19 of of ADP mp48sb41j13 10 20 the the DET mp48sb41j13 10 21 state state NOUN mp48sb41j13 10 22 space space NOUN mp48sb41j13 10 23 models model NOUN mp48sb41j13 10 24 have have VERB mp48sb41j13 10 25 to to PART mp48sb41j13 10 26 satisfy satisfy VERB mp48sb41j13 10 27 certain certain ADJ mp48sb41j13 10 28 conditions condition NOUN mp48sb41j13 10 29 . . PUNCT mp48sb41j13 11 1 a a DET mp48sb41j13 11 2 necessary necessary ADJ mp48sb41j13 11 3 and and CCONJ mp48sb41j13 11 4 sufficient sufficient ADJ mp48sb41j13 11 5 condition condition NOUN mp48sb41j13 11 6 for for ADP mp48sb41j13 11 7 a a DET mp48sb41j13 11 8 transfer transfer NOUN mp48sb41j13 11 9 function function NOUN mp48sb41j13 11 10 to to PART mp48sb41j13 11 11 be be AUX mp48sb41j13 11 12 realizable realizable VERB mp48sb41j13 11 13 in in ADP mp48sb41j13 11 14 the the DET mp48sb41j13 11 15 constrained constrained ADJ mp48sb41j13 11 16 state state NOUN mp48sb41j13 11 17 space space NOUN mp48sb41j13 11 18 models model NOUN mp48sb41j13 11 19 is be AUX mp48sb41j13 11 20 established establish VERB mp48sb41j13 11 21 . . PUNCT mp48sb41j13 12 1 realization realization NOUN mp48sb41j13 12 2 algorithms algorithm NOUN mp48sb41j13 12 3 to to PART mp48sb41j13 12 4 derive derive VERB mp48sb41j13 12 5 state state NOUN mp48sb41j13 12 6 space space NOUN mp48sb41j13 12 7 models model NOUN mp48sb41j13 12 8 of of ADP mp48sb41j13 12 9 the the DET mp48sb41j13 12 10 desired desire VERB mp48sb41j13 12 11 form form NOUN mp48sb41j13 12 12 given give VERB mp48sb41j13 12 13 an an DET mp48sb41j13 12 14 admissible admissible ADJ mp48sb41j13 12 15 transfer transfer NOUN mp48sb41j13 12 16 function function NOUN mp48sb41j13 12 17 are be AUX mp48sb41j13 12 18 also also ADV mp48sb41j13 12 19 presented present VERB mp48sb41j13 12 20 . . PUNCT mp48sb41j13 13 1 node node NOUN mp48sb41j13 13 2 and and CCONJ mp48sb41j13 13 3 link link VERB mp48sb41j13 13 4 failure failure NOUN mp48sb41j13 13 5 introduce introduce VERB mp48sb41j13 13 6 complications complication NOUN mp48sb41j13 13 7 not not PART mp48sb41j13 13 8 encountered encounter VERB mp48sb41j13 13 9 in in ADP mp48sb41j13 13 10 centralized centralized ADJ mp48sb41j13 13 11 implementation implementation NOUN mp48sb41j13 13 12 of of ADP mp48sb41j13 13 13 m m NOUN mp48sb41j13 13 14 - - PUNCT mp48sb41j13 13 15 d d NOUN mp48sb41j13 13 16 systems system NOUN mp48sb41j13 13 17 . . PUNCT mp48sb41j13 14 1 givone givone PROPN mp48sb41j13 14 2 - - PUNCT mp48sb41j13 14 3 roesser roesser PROPN mp48sb41j13 14 4 and and CCONJ mp48sb41j13 14 5 the the DET mp48sb41j13 14 6 fornasini fornasini PROPN mp48sb41j13 14 7 - - PUNCT mp48sb41j13 14 8 marchesini marchesini NOUN mp48sb41j13 14 9 state state NOUN mp48sb41j13 14 10 space space NOUN mp48sb41j13 14 11 models model NOUN mp48sb41j13 14 12 are be AUX mp48sb41j13 14 13 extended extend VERB mp48sb41j13 14 14 to to PART mp48sb41j13 14 15 include include VERB mp48sb41j13 14 16 node node NOUN mp48sb41j13 14 17 and and CCONJ mp48sb41j13 14 18 link link VERB mp48sb41j13 14 19 failure failure NOUN mp48sb41j13 14 20 . . PUNCT mp48sb41j13 15 1 necessary necessary ADJ mp48sb41j13 15 2 and and CCONJ mp48sb41j13 15 3 sufficient sufficient ADJ mp48sb41j13 15 4 conditions condition NOUN mp48sb41j13 15 5 for for ADP mp48sb41j13 15 6 mean mean ADJ mp48sb41j13 15 7 square square ADJ mp48sb41j13 15 8 stability stability NOUN mp48sb41j13 15 9 are be AUX mp48sb41j13 15 10 then then ADV mp48sb41j13 15 11 derived derive VERB mp48sb41j13 15 12 with with ADP mp48sb41j13 15 13 the the DET mp48sb41j13 15 14 help help NOUN mp48sb41j13 15 15 of of ADP mp48sb41j13 15 16 these these DET mp48sb41j13 15 17 two two NUM mp48sb41j13 15 18 state state NOUN mp48sb41j13 15 19 space space NOUN mp48sb41j13 15 20 models model NOUN mp48sb41j13 15 21 . . PUNCT mp48sb41j13 16 1 input input NOUN mp48sb41j13 16 2 output output NOUN mp48sb41j13 16 3 stability stability NOUN mp48sb41j13 16 4 of of ADP mp48sb41j13 16 5 the the DET mp48sb41j13 16 6 distributed distribute VERB mp48sb41j13 16 7 systems system NOUN mp48sb41j13 16 8 under under ADP mp48sb41j13 16 9 node node NOUN mp48sb41j13 16 10 and and CCONJ mp48sb41j13 16 11 link link NOUN mp48sb41j13 16 12 failure failure NOUN mp48sb41j13 16 13 is be AUX mp48sb41j13 16 14 also also ADV mp48sb41j13 16 15 discussed discuss VERB mp48sb41j13 16 16 . . PUNCT mp48sb41j13 17 1 the the DET mp48sb41j13 17 2 utility utility NOUN mp48sb41j13 17 3 of of ADP mp48sb41j13 17 4 the the DET mp48sb41j13 17 5 proposed propose VERB mp48sb41j13 17 6 method method NOUN mp48sb41j13 17 7 is be AUX mp48sb41j13 17 8 demonstrated demonstrate VERB mp48sb41j13 17 9 by by ADP mp48sb41j13 17 10 examples example NOUN mp48sb41j13 17 11 . . PUNCT mp48sb41j13 18 1 in in ADP mp48sb41j13 18 2 particular particular ADJ mp48sb41j13 18 3 a a DET mp48sb41j13 18 4 distributed distribute VERB mp48sb41j13 18 5 kalman kalman NOUN mp48sb41j13 18 6 filter filter NOUN mp48sb41j13 18 7 is be AUX mp48sb41j13 18 8 proposed propose VERB mp48sb41j13 18 9 for for ADP mp48sb41j13 18 10 grid grid NOUN mp48sb41j13 18 11 sensor sensor NOUN mp48sb41j13 18 12 networks network NOUN mp48sb41j13 18 13 . . PUNCT mp48sb41j13 19 1 implementation implementation NOUN mp48sb41j13 19 2 of of ADP mp48sb41j13 19 3 the the DET mp48sb41j13 19 4 proposed propose VERB mp48sb41j13 19 5 kalman kalman NOUN mp48sb41j13 19 6 filter filter NOUN mp48sb41j13 19 7 on on ADP mp48sb41j13 19 8 grid grid NOUN mp48sb41j13 19 9 sensor sensor NOUN mp48sb41j13 19 10 networks network NOUN mp48sb41j13 19 11 is be AUX mp48sb41j13 19 12 discussed discuss VERB mp48sb41j13 19 13 in in ADP mp48sb41j13 19 14 some some DET mp48sb41j13 19 15 detail detail NOUN mp48sb41j13 19 16 . . PUNCT mp48sb41j13 20 1 a a DET mp48sb41j13 20 2 method method NOUN mp48sb41j13 20 3 for for ADP mp48sb41j13 20 4 contaminant contaminant ADJ mp48sb41j13 20 5 detection detection NOUN mp48sb41j13 20 6 and and CCONJ mp48sb41j13 20 7 its its PRON mp48sb41j13 20 8 implementation implementation NOUN mp48sb41j13 20 9 using use VERB mp48sb41j13 20 10 the the DET mp48sb41j13 20 11 proposed propose VERB mp48sb41j13 20 12 method method NOUN mp48sb41j13 20 13 is be AUX mp48sb41j13 20 14 also also ADV mp48sb41j13 20 15 presented present VERB mp48sb41j13 20 16 . . PUNCT