The source code and dockerfile for the GSW2024 AI Lab.
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  1. // CSMA/CD protocol - probabilistic version of kronos model (3 stations)
  2. // gxn/dxp 04/12/01
  3. mdp
  4. // note made changes since cannot have strict inequalities
  5. // in digital clocks approach and suppose a station only sends one message
  6. // simplified parameters scaled
  7. const int sigma=1; // time for messages to propagate along the bus
  8. const int lambda=30; // time to send a message
  9. // actual parameters
  10. const int N = 2; // number of processes
  11. const int K = 2; // exponential backoff limit
  12. const int slot = 2*sigma; // length of slot
  13. // const int M = floor(pow(2, K))-1 ; // max number of slots to wait
  14. const int M = 3 ; // max number of slots to wait
  15. //const int lambda=782;
  16. //const int sigma=26;
  17. // formula min_backoff_after_success = min(s1=4?cd1:K+1,s2=4?cd2:K+1);
  18. // formula min_collisions = min(cd1,cd2);
  19. // formula max_collisions = max(cd1,cd2);
  20. //----------------------------------------------------------------------------------------------------------------------------
  21. // the bus
  22. module bus
  23. b : [0..2];
  24. // b=0 - idle
  25. // b=1 - active
  26. // b=2 - collision
  27. // clocks of bus
  28. y1 : [0..sigma+1]; // time since first send (used find time until channel sensed busy)
  29. y2 : [0..sigma+1]; // time since second send (used to find time until collision detected)
  30. // a sender sends (ok - no other message being sent)
  31. [send1] (b=0) -> (b'=1);
  32. [send2] (b=0) -> (b'=1);
  33. // a sender sends (bus busy - collision)
  34. [send1] (b=1|b=2) & (y1<sigma) -> (b'=2);
  35. [send2] (b=1|b=2) & (y1<sigma) -> (b'=2);
  36. // finish sending
  37. [end1] (b=1) -> (b'=0) & (y1'=0);
  38. [end2] (b=1) -> (b'=0) & (y1'=0);
  39. // bus busy
  40. [busy1] (b=1|b=2) & (y1>=sigma) -> (b'=b);
  41. [busy2] (b=1|b=2) & (y1>=sigma) -> (b'=b);
  42. // collision detected
  43. [cd] (b=2) & (y2<=sigma) -> (b'=0) & (y1'=0) & (y2'=0);
  44. // time passage
  45. [time] (b=0) -> (y1'=0); // value of y1/y2 does not matter in state 0
  46. [time] (b=1) -> (y1'=min(y1+1,sigma+1)); // no invariant in state 1
  47. [time] (b=2) & (y2<sigma) -> (y1'=min(y1+1,sigma+1)) & (y2'=min(y2+1,sigma+1)); // invariant in state 2 (time until collision detected)
  48. endmodule
  49. //----------------------------------------------------------------------------------------------------------------------------
  50. // model of first sender
  51. module station1
  52. // LOCAL STATE
  53. s1 : [0..5];
  54. // s1=0 - initial state
  55. // s1=1 - transmit
  56. // s1=2 - collision (set backoff)
  57. // s1=3 - wait (bus busy)
  58. // s1=4 - successfully sent
  59. // LOCAL CLOCK
  60. x1 : [0..max(lambda,slot)];
  61. // BACKOFF COUNTER (number of slots to wait)
  62. bc1 : [0..M];
  63. // COLLISION COUNTER
  64. cd1 : [0..K];
  65. // start sending
  66. [send1] (s1=0) -> (s1'=1) & (x1'=0); // start sending
  67. [busy1] (s1=0) -> (s1'=2) & (x1'=0) & (cd1'=min(K,cd1+1)); // detects channel is busy so go into backoff
  68. // transmitting
  69. [time] (s1=1) & (x1<lambda) -> (x1'=min(x1+1,lambda)); // let time pass
  70. [end1] (s1=1) & (x1=lambda) -> (s1'=4) & (x1'=0); // finished
  71. [cd] (s1=1) -> (s1'=2) & (x1'=0) & (cd1'=min(K,cd1+1)); // collision detected (increment backoff counter)
  72. [cd] !(s1=1) -> (s1'=s1); // add loop for collision detection when not important
  73. // set backoff (no time can pass in this state)
  74. // probability depends on which transmission this is (cd1)
  75. [] s1=2 & cd1=1 -> 1/2 : (s1'=3) & (bc1'=0) + 1/2 : (s1'=3) & (bc1'=1) ;
  76. [] s1=2 & cd1=2 -> 1/4 : (s1'=3) & (bc1'=0) + 1/4 : (s1'=3) & (bc1'=1) + 1/4 : (s1'=3) & (bc1'=2) + 1/4 : (s1'=3) & (bc1'=3) ;
  77. // wait until backoff counter reaches 0 then send again
  78. [time] (s1=3) & (x1<slot) -> (x1'=x1+1); // let time pass (in slot)
  79. [time] (s1=3) & (x1=slot) & (bc1>0) -> (x1'=1) & (bc1'=bc1-1); // let time pass (move slots)
  80. [send1] (s1=3) & (x1=slot) & (bc1=0) -> (s1'=1) & (x1'=0); // finished backoff (bus appears free)
  81. [busy1] (s1=3) & (x1=slot) & (bc1=0) -> (s1'=2) & (x1'=0) & (cd1'=min(K,cd1+1)); // finished backoff (bus busy)
  82. // once finished nothing matters
  83. [time] (s1>=4) -> (x1'=0);
  84. endmodule
  85. //----------------------------------------------------------------------------------------------------------------------------
  86. // construct further stations through renaming
  87. module station2=station1[s1=s2,x1=x2,cd1=cd2,bc1=bc2,send1=send2,busy1=busy2,end1=end2] endmodule
  88. //----------------------------------------------------------------------------------------------------------------------------
  89. // reward structure for expected time
  90. rewards "time"
  91. [time] true : 1;
  92. endrewards
  93. //----------------------------------------------------------------------------------------------------------------------------
  94. // labels/formulae
  95. label "all_delivered" = s1=4&s2=4;
  96. label "one_delivered" = s1=4|s2=4;
  97. label "collision_max_backoff" = (cd1=K & s1=1 & b=2)|(cd2=K & s2=1 & b=2);