This approach gives better results because the evolutionary query can improve the result from the various sensor data that will also lead to a better result in the fusion process. An evolutionary query may also send a request for new data and thus leads to a feedback process. Normally, refined queries are created to deal with additional constraints to make a query more precise. In this approach, the evolutionary queries are created to deal with the lack of information from a certain sensor. Therefore query processing is sensor-based.