A method of controlling a transmit range of a wireless transmitter to be placed among a plurality of wireless transmitters, the method comprising: retrieving, by a range determining device 110, Received Signal Strength Indicator values measured by one or more sensors 106, corresponding to the plurality of wireless transmitters spatially distributed in a region in which the sensors are located; receiving, by the range determining device 110, at least a plurality of parameters associated with the wireless transmitter to be placed within the region, wherein the plurality of parameters comprise at least a minimum range of transmission of the wireless transmitter and a preferred position in the region where the wireless transmitter is to be placed; generating, by the range determining device 110, a plurality of clusters based on at least the retrieved Received Signal Strength Indicator values and the received minimum range of transmission of the wireless transmitter, wherein the plurality of clusters indicates mutually exclusive sets into which the signal strength values are partitioned, and wherein the generation of the plurality of clusters comprises: creating a data structure having Received Signal Strength Indicator values measured by each of the one or more sensors, wherein each element of the data structure corresponds to a position of a sensor from the one or more sensors, in the region; and determining a plurality of centroids of the data structure having Received Signal Strength Indicator values, based on a random selection of Received Signal Strength Indicator values from the data structure, wherein each centroid in the plurality of centroids corresponds to a cluster from the plurality of clusters, and wherein a centroid of the plurality of centroids corresponds to a signal strength value, the difference of the signal strength value with every other signal strength value in the cluster is minimum; and determining, by the range determining device 110, one or more positions for placing the wireless transmitter within a cluster from the plurality of clusters, and a maximum range of transmission at each of the one or more positions, wherein the maximum range is determined based on a control of a range of transmission of the wireless transmitter. retrieving, by a range determining device 110, Received Signal Strength Indicator values measured by one or more sensors 106, corresponding to the plurality of wireless transmitters spatially distributed in a region in which the sensors are located; receiving, by the range determining device 110, at least a plurality of parameters associated with the wireless transmitter to be placed within the region, wherein the plurality of parameters comprise at least a minimum range of transmission of the wireless transmitter and a preferred position in the region where the wireless transmitter is to be placed; generating, by the range determining device 110, a plurality of clusters based on at least the retrieved Received Signal Strength Indicator values and the received minimum range of transmission of the wireless transmitter, wherein the plurality of clusters indicates mutually exclusive sets into which the signal strength values are partitioned, and wherein the generation of the plurality of clusters comprises: creating a data structure having Received Signal Strength Indicator values measured by each of the one or more sensors, wherein each element of the data structure corresponds to a position of a sensor from the one or more sensors, in the region; and determining a plurality of centroids of the data structure having Received Signal Strength Indicator values, based on a random selection of Received Signal Strength Indicator values from the data structure, wherein each centroid in the plurality of centroids corresponds to a cluster from the plurality of clusters, and wherein a centroid of the plurality of centroids corresponds to a signal strength value, the difference of the signal strength value with every other signal strength value in the cluster is minimum; and creating a data structure having Received Signal Strength Indicator values measured by each of the one or more sensors, wherein each element of the data structure corresponds to a position of a sensor from the one or more sensors, in the region; and determining a plurality of centroids of the data structure having Received Signal Strength Indicator values, based on a random selection of Received Signal Strength Indicator values from the data structure, wherein each centroid in the plurality of centroids corresponds to a cluster from the plurality of clusters, and wherein a centroid of the plurality of centroids corresponds to a signal strength value, the difference of the signal strength value with every other signal strength value in the cluster is minimum; and wherein each centroid in the plurality of centroids corresponds to a cluster from the plurality of clusters, and wherein a centroid of the plurality of centroids corresponds to a signal strength value, the difference of the signal strength value with every other signal strength value in the cluster is minimum; and determining, by the range determining device 110, one or more positions for placing the wireless transmitter within a cluster from the plurality of clusters, and a maximum range of transmission at each of the one or more positions, wherein the maximum range is determined based on a control of a range of transmission of the wireless transmitter.