Mix brown sugar, basil, salt, garlic powder and pepper in small bowl. Drizzle oil over vegetables in large bowl; toss to coat well. Add seasoning mixture; toss to coat well.
Place vegetables in grill basket, grill rack or thread onto skewers.
Grill over medium heat 10 to 12 minutes or until vegetables are tender, turning occasionally.