LSR/Examples/jFuzzyLogic/robot.fcl

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2020-06-04 19:21:01 +02:00
/*
Robot controller.
References:
"Learning Weighted LinguIStic Rules to Control an Autonomous Robot"
, M. Mucientes, R. Alcala , J. Alcala-Fdez, J. Casillas
Pablo Cingolani
pcingola@users.sourceforge.net
*/
FUNCTION_BLOCK robot
VAR_INPUT
rd : REAL; // Right dIStance
dq : REAL; // DIStance quotient
o : REAL; // Orientation. Note: I cannot use 'or' (like the reference paper) because it IS a reserved word in FCL
v : REAL; // Velocity
END_VAR
VAR_OUTPUT
la : REAL; // Linear acceleration
av : REAL; // Angular velocity
END_VAR
FUZZIFY rd
TERM L := TRIAN 0 0 1;
TERM M := TRIAN 0 1 2;
TERM H := TRIAN 1 2 3;
TERM VH := TRIAN 2 3 3;
RANGE := (0.0 .. 3.0) WITH 0.1; // Added range for rd
END_FUZZIFY
FUZZIFY dq
TERM L := TRIAN 0 0 2;
TERM H := TRIAN 0 2 2;
RANGE := (0.0 .. 2.0) WITH 0.1; // Added range for dq
END_FUZZIFY
FUZZIFY o
TERM HL := TRIAN -45 -45 -22.5;
TERM LL := TRIAN -45 -22.5 0;
TERM Z := TRIAN -22.5 0 22.5;
TERM LR := TRIAN 0 22.5 45;
TERM HR := TRIAN 22.5 45 45;
RANGE := (-45.0 .. 45.0) WITH 0.1; // Added range for o
END_FUZZIFY
FUZZIFY v
TERM L := TRIAN 0 0 1;
TERM H := TRIAN 0 1 1;
RANGE := (0.0 .. 1.0) WITH 0.1; // Added range for v
END_FUZZIFY
DEFUZZIFY la
TERM VHB := TRIAN -1 -1 -0.75;
TERM HB := TRIAN -1 -0.75 -0.5;
TERM MB := TRIAN -0.75 -0.5 -0.25;
TERM SB := TRIAN -0.5 -0.25 0;
TERM Z := TRIAN -0.25 0 0.25;
TERM SA := TRIAN 0 0.25 0.5;
TERM MA := TRIAN 0.25 0.5 0.75;
TERM HA := TRIAN 0.5 0.75 1;
TERM VHA := TRIAN 0.75 1 1;
METHOD : COG;
DEFAULT := 0;
RANGE := (-1.0 .. 1.0) WITH 0.01; // Added range for la
END_DEFUZZIFY
DEFUZZIFY av
TERM VHR := TRIAN -1 -1 -0.55;
TERM HR := TRIAN -1 -0.75 -0.5;
TERM MR := TRIAN -0.75 -0.5 -0.25;
TERM SR := TRIAN -0.5 -0.25 0;
TERM Z := TRIAN -0.25 0 0.25;
TERM SL := TRIAN 0 0.25 0.5;
TERM ML := TRIAN 0.25 0.5 0.75;
TERM HL := TRIAN 0.5 0.75 1;
TERM VHL := TRIAN 0.75 1 1;
METHOD : COG;
DEFAULT := 0;
RANGE := (-1.0 .. 1.0) WITH 0.01; // Added range for av
END_DEFUZZIFY
RULEBLOCK rules
AND : MIN; // Use 'min' for 'AND' (also implicit use 'max' for 'or' to fulfill DeMorgan's Law)
ACT : MIN; // Use 'min' activation method
ACCU : MAX; // Use 'max' accumulation method
RULE 1: IF rd IS L AND dq IS L AND o IS LL AND v IS L THEN la IS VHB , av IS VHR WITH 0.4610;
RULE 2: IF rd IS L AND dq IS L AND o IS LL AND v IS H THEN la IS VHB , av IS VHR WITH 0.4896;
RULE 3: IF rd IS L AND dq IS L AND o IS Z AND v IS L THEN la IS Z , av IS MR WITH 0.6664;
RULE 4: IF rd IS L AND dq IS L AND o IS Z AND v IS H THEN la IS HB , av IS SR WITH 0.5435;
RULE 5: IF rd IS L AND dq IS H AND o IS LL AND v IS L THEN la IS MA , av IS HR WITH 0.7276;
RULE 6: IF rd IS L AND dq IS H AND o IS Z AND v IS L THEN la IS MA , av IS HL WITH 0.4845;
RULE 7: IF rd IS L AND dq IS H AND o IS Z AND v IS H THEN la IS HB , av IS ML WITH 0.5023;
RULE 8: IF rd IS L AND dq IS H AND o IS LR AND v IS H THEN la IS VHB , av IS VHL WITH 0.7363;
RULE 9: IF rd IS L AND dq IS H AND o IS HR AND v IS L THEN la IS VHB , av IS VHL WITH 0.9441;
RULE 10: IF rd IS M AND dq IS L AND o IS Z AND v IS H THEN la IS SA , av IS HR WITH 0.3402;
RULE 11: IF rd IS M AND dq IS L AND o IS LR AND v IS H THEN la IS Z , av IS VHL WITH 0.4244;
RULE 12: IF rd IS M AND dq IS L AND o IS HR AND v IS L THEN la IS SA , av IS HL WITH 0.5472;
RULE 13: IF rd IS M AND dq IS L AND o IS HR AND v IS H THEN la IS MB , av IS VHL WITH 0.4369;
RULE 14: IF rd IS M AND dq IS H AND o IS HL AND v IS L THEN la IS Z , av IS VHR WITH 0.1770;
RULE 15: IF rd IS M AND dq IS H AND o IS HL AND v IS H THEN la IS VHB , av IS VHR WITH 0.4526;
RULE 16: IF rd IS M AND dq IS H AND o IS LL AND v IS H THEN la IS SA , av IS VHR WITH 0.2548;
RULE 17: IF rd IS M AND dq IS H AND o IS Z AND v IS L THEN la IS HA , av IS Z WITH 0.2084;
RULE 18: IF rd IS M AND dq IS H AND o IS LR AND v IS L THEN la IS HA , av IS VHL WITH 0.6242;
RULE 19: IF rd IS M AND dq IS H AND o IS LR AND v IS H THEN la IS SA , av IS VHL WITH 0.3779;
RULE 20: IF rd IS M AND dq IS H AND o IS HR AND v IS L THEN la IS Z , av IS VHL WITH 0.6931;
RULE 21: IF rd IS M AND dq IS H AND o IS HR AND v IS H THEN la IS VHB , av IS VHL WITH 0.7580;
RULE 22: IF rd IS H AND dq IS L AND o IS Z AND v IS L THEN la IS HA , av IS VHR WITH 0.5758;
RULE 23: IF rd IS H AND dq IS L AND o IS LR AND v IS H THEN la IS SA , av IS MR WITH 0.2513;
RULE 24: IF rd IS H AND dq IS L AND o IS HR AND v IS L THEN la IS HA , av IS VHL WITH 0.5471;
RULE 25: IF rd IS H AND dq IS L AND o IS HR AND v IS H THEN la IS SA , av IS HL WITH 0.5595;
RULE 26: IF rd IS H AND dq IS H AND o IS HL AND v IS L THEN la IS VHB , av IS VHR WITH 0.9999;
RULE 27: IF rd IS H AND dq IS H AND o IS HL AND v IS H THEN la IS VHB , av IS VHR WITH 0.9563;
RULE 28: IF rd IS H AND dq IS H AND o IS LL AND v IS L THEN la IS HA , av IS VHR WITH 0.9506;
RULE 29: IF rd IS H AND dq IS H AND o IS Z AND v IS L THEN la IS HA , av IS VHR WITH 0.4529;
RULE 30: IF rd IS H AND dq IS H AND o IS Z AND v IS H THEN la IS SA , av IS VHR WITH 0.2210;
RULE 31: IF rd IS H AND dq IS H AND o IS LR AND v IS L THEN la IS HA , av IS MR WITH 0.3612;
RULE 32: IF rd IS H AND dq IS H AND o IS LR AND v IS H THEN la IS SA , av IS MR WITH 0.2122;
RULE 33: IF rd IS H AND dq IS H AND o IS HR AND v IS L THEN la IS HA , av IS HL WITH 0.7878;
RULE 34: IF rd IS H AND dq IS H AND o IS HR AND v IS H THEN la IS SA , av IS VHL WITH 0.3859;
RULE 35: IF rd IS VH AND dq IS L AND o IS LR AND v IS L THEN la IS HA , av IS VHR WITH 0.5530;
RULE 36: IF rd IS VH AND dq IS L AND o IS HR AND v IS L THEN la IS HA , av IS HR WITH 0.4223;
RULE 37: IF rd IS VH AND dq IS L AND o IS HR AND v IS H THEN la IS SA , av IS HR WITH 0.3854;
RULE 38: IF rd IS VH AND dq IS H AND o IS LL AND v IS L THEN la IS HA , av IS VHR WITH 0.0936;
RULE 39: IF rd IS VH AND dq IS H AND o IS LR AND v IS L THEN la IS HA , av IS VHR WITH 0.7325;
RULE 40: IF rd IS VH AND dq IS H AND o IS LR AND v IS H THEN la IS SA , av IS VHR WITH 0.5631;
RULE 41: IF rd IS VH AND dq IS H AND o IS HR AND v IS L THEN la IS HA , av IS HR WITH 0.5146;
END_RULEBLOCK
END_FUNCTION_BLOCK