Officer Rich May, 38, was killed in January 2006. He was responding to a fight at a restaurant on University Avenue when he was fatally shot by a suspect he confronted.
A foundation for May says it has raised $3 million to build and maintain the facility for youngsters.
People against the plan have traffic concerns. They have 30 days to appeal.