An alternative is to talk with authorities about the signal timing.
Around here, the signal control boxes are marked by who belongs to them, either the county or the state. Find out who and contact that Department of Transportation.
Same thing with induction loops (sensors) that don't detect a bike.
Of course, you could always use it as a training opportunity to work on those standing-start sprints...